🎯 function 流程圖

AIVA 跨模組流程圖組合視覺化

1384
流程圖總數
0
序列圖
1384
流程圖
2025-10-17
生成日期

📑 目錄

1. aiva common config Function get settings
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return Settings()] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return Settings()]
    n1 --> n3
    n3 --> n2
2. aiva common models Function non negative
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if v < 0} n4[raise ValueError('rate limit must be non-...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if v < 0}
    n4[raise ValueError('rate limit must be non-...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
3. aiva common mq Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化內存 Broker。'] n4[self._queues: dict[str, asyncio.Queue[bytes]&...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化內存 Broker。']
    n4[self._queues: dict[str, asyncio.Queue[bytes]&...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
4. aiva common schemas ai Function calculate base score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算 CVSS v3.1 基本分數'] n4[av_weights = {'N': 0.85, &am...] n5[ac_weights = {'L': 0.77, &am...] n6{if self.scope == 'C'} n7[pr_weights = {'N': 0.85, &am...] n8[pr_weights = {'N': 0.85, &am...] n9[] n10[ui_weights = {'N': 0.85, &am...] n11[cia_weights = {'N': 0.0, &am...] n12[impact = 1 - (1 - cia_weights...] n13{if self.scope == 'C'} n14[impact_adjusted = 7.52 * (impact - 0.0...] n15[impact_adjusted = 6.42 * impact] n16[] n17[exploitability = 8.22 * av_weights[se...] n18{if impact_adjusted <= 0} n19[return 0.0] n20[] n21{if self.scope == 'U'} n22[base = impact_adjusted + ex...] n23[base = 1.08 * (impact_adjus...] n24[] n25[return min(10.0, round(base, 1))] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n24 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算 CVSS v3.1 基本分數']
    n4[av_weights = {'N': 0.85, &am...]
    n5[ac_weights = {'L': 0.77, &am...]
    n6{if self.scope == 'C'}
    n7[pr_weights = {'N': 0.85, &am...]
    n8[pr_weights = {'N': 0.85, &am...]
    n9[]
    n10[ui_weights = {'N': 0.85, &am...]
    n11[cia_weights = {'N': 0.0, &am...]
    n12[impact = 1 - (1 - cia_weights...]
    n13{if self.scope == 'C'}
    n14[impact_adjusted = 7.52 * (impact - 0.0...]
    n15[impact_adjusted = 6.42 * impact]
    n16[]
    n17[exploitability = 8.22 * av_weights[se...]
    n18{if impact_adjusted <= 0}
    n19[return 0.0]
    n20[]
    n21{if self.scope == 'U'}
    n22[base = impact_adjusted + ex...]
    n23[base = 1.08 * (impact_adjus...]
    n24[]
    n25[return min(10.0, round(base, 1))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n24
    n23 --> n24
    n24 --> n25
    n25 --> n2
5. aiva common schemas ai Function validate plan id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('plan_')} n4[raise ValueError("plan_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('plan_')}
    n4[raise ValueError("plan_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
6. aiva common schemas ai Function validate status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'completed', &...] n4{if v not in allowed} n5[raise ValueError(f'Invalid status: {...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'completed', &amp...]
    n4{if v not in allowed}
    n5[raise ValueError(f'Invalid status: {...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
7. aiva common schemas ai Function validate training id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('training_&#3...} n4[raise ValueError("training_id must start wit...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('training_&#3...}
    n4[raise ValueError("training_id must start wit...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
8. aiva common schemas base Function non negative
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if v < 0} n4[raise ValueError('rate limit must be non-...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if v < 0}
    n4[raise ValueError('rate limit must be non-...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
9. aiva common schemas enhanced Function to sarif result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為 SARIF 結果格式\n\n Returns:\n ...] n4{if self.sarif_result} n5[return self.sarif_result] n6[] n7[level_mapping = {Severity.CRITICAL: ...] n8[locations = []] n9{if self.target.url} n10[locations.append(SARIFLocation(uri=str(self.t...] n11[] n12[return SARIFResult(rule_id=self.vulne...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為 SARIF 結果格式\n\n        Returns:\n        ...]
    n4{if self.sarif_result}
    n5[return self.sarif_result]
    n6[]
    n7[level_mapping = {Severity.CRITICAL: ...]
    n8[locations = []]
    n9{if self.target.url}
    n10[locations.append(SARIFLocation(uri=str(self.t...]
    n11[]
    n12[return SARIFResult(rule_id=self.vulne...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
10. aiva common schemas enhanced Function validate finding id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('finding_&#39...} n4[raise ValueError("finding_id must start with...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('finding_&#39...}
    n4[raise ValueError("finding_id must start with...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
11. aiva common schemas enhanced Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
12. aiva common schemas findings Function validate finding id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('finding_&#39...} n4[raise ValueError("finding_id must start with...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('finding_&#39...}
    n4[raise ValueError("finding_id must start with...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
13. aiva common schemas findings Function validate status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'confirmed', &...] n4{if v not in allowed} n5[raise ValueError(f'Invalid status: {...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'confirmed', &amp...]
    n4{if v not in allowed}
    n5[raise ValueError(f'Invalid status: {...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
14. aiva common schemas findings Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
15. aiva common schemas system Function validate session id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('session_&#39...} n4[raise ValueError("session_id must start with...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('session_&#39...}
    n4[raise ValueError("session_id must start with...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
16. aiva common schemas system Function validate status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'active', &&#...] n4{if v not in allowed} n5[raise ValueError(f'Invalid status: {...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'active', &&#...]
    n4{if v not in allowed}
    n5[raise ValueError(f'Invalid status: {...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
17. aiva common schemas tasks Function validate priority
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not 1 <= v <= 10} n4[raise ValueError('priority must be betwee...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not 1 <= v <= 10}
    n4[raise ValueError('priority must be betwee...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
18. aiva common schemas tasks Function validate strategy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'quick', &...] n4{if v not in allowed} n5[raise ValueError(f'Invalid strategy: ...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'quick', &&#3...]
    n4{if v not in allowed}
    n5[raise ValueError(f'Invalid strategy: &#12...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
19. aiva common schemas tasks Function validate targets
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v} n4[raise ValueError('At least one target req...] n5[] n6{if len(v) > 100} n7[raise ValueError('Too many targets (m...] n8[] n9[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v}
    n4[raise ValueError('At least one target req...]
    n5[]
    n6{if len(v) > 100}
    n7[raise ValueError('Too many targets (m...]
    n8[]
    n9[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n2
20. aiva common schemas tasks Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
21. aiva common schemas telemetry Function record early stopping
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄提前停止'] n4[self.early_stopping = EarlyStoppingInfo(re...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄提前停止']
    n4[self.early_stopping = EarlyStoppingInfo(re...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
22. aiva common schemas telemetry Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄結構化錯誤'] n4[error = ErrorRecord(category...] n5[self.error_records.append(error)] n6[self.errors.append(f'[{category....] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄結構化錯誤']
    n4[error = ErrorRecord(category...]
    n5[self.error_records.append(error)]
    n6[self.errors.append(f'[{category....]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
23. aiva common schemas telemetry Function record oast callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 OAST 回調'] n4[callback = OastCallbackDetail(c...] n5[self.oast_callbacks.append(callback)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 OAST 回調']
    n4[callback = OastCallbackDetail(c...]
    n5[self.oast_callbacks.append(callback)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
24. aiva common schemas telemetry Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式 (擴展版)'] n4[details = super().to_details(f...] n5{if self.error_records} n6[error_summary: dict[str, int] = {}] n7{for err in self.error_records} n8[category = err.category.value] n9[error_summary[category] = error_summary.get(c...] n10[] n11[details['error_categories' ...] n12[details['error_details'] ...] n13[] n14{if self.oast_callbacks} n15[details['oast_callbacks_count&#39...] n16[callback_summary: dict[str, int] = {}] n17{for cb in self.oast_callbacks} n18[callback_summary[cb.callback_type] = callback_sum...] n19[] n20[details['oast_callback_types'...] n21[] n22{if self.early_stopping} n23[details['early_stopping']...] n24[] n25{if self.adaptive_behavior} n26[details['adaptive_behavior'&#...] n27[] n28[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n13 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n7 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n21 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n17 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式 (擴展版)']
    n4[details = super().to_details(f...]
    n5{if self.error_records}
    n6[error_summary: dict[str, int] = {}]
    n7{for err in self.error_records}
    n8[category = err.category.value]
    n9[error_summary[category] = error_summary.get(c...]
    n10[]
    n11[details['error_categories'&#9...]
    n12[details['error_details'] ...]
    n13[]
    n14{if self.oast_callbacks}
    n15[details['oast_callbacks_count&#39...]
    n16[callback_summary: dict[str, int] = {}]
    n17{for cb in self.oast_callbacks}
    n18[callback_summary[cb.callback_type] = callback_sum...]
    n19[]
    n20[details['oast_callback_types'...]
    n21[]
    n22{if self.early_stopping}
    n23[details['early_stopping']...]
    n24[]
    n25{if self.adaptive_behavior}
    n26[details['adaptive_behavior'&#...]
    n27[]
    n28[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n13
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n7
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n21
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n17
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n27
    n27 --> n28
    n28 --> n2
25. aiva common schemas telemetry Function update adaptive behavior
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新自適應行為信息'] n4{if self.adaptive_behavior is None} n5[self.adaptive_behavior = AdaptiveBehaviorInfo...] n6[] n7{if initial_batch_size is not None} n8[self.adaptive_behavior.initial_batch_size = initial_batch...] n9[] n10{if final_batch_size is not None} n11[self.adaptive_behavior.final_batch_size = final_batch_size] n12[] n13{if rate_adjustments is not None} n14[self.adaptive_behavior.rate_adjustments = rate_adjustments] n15[] n16{if protection_detections is no...} n17[self.adaptive_behavior.protection_detections = protection...] n18[] n19{if bypass_attempts is not None} n20[self.adaptive_behavior.bypass_attempts = bypass_attempts] n21[] n22{if success_rate is not None} n23[self.adaptive_behavior.success_rate = success_rate] n24[] n25{if details} n26[self.adaptive_behavior.details.update(details)] n27[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新自適應行為信息']
    n4{if self.adaptive_behavior is None}
    n5[self.adaptive_behavior = AdaptiveBehaviorInfo...]
    n6[]
    n7{if initial_batch_size is not None}
    n8[self.adaptive_behavior.initial_batch_size = initial_batch...]
    n9[]
    n10{if final_batch_size is not None}
    n11[self.adaptive_behavior.final_batch_size = final_batch_size]
    n12[]
    n13{if rate_adjustments is not None}
    n14[self.adaptive_behavior.rate_adjustments = rate_adjustments]
    n15[]
    n16{if protection_detections is no...}
    n17[self.adaptive_behavior.protection_detections = protection...]
    n18[]
    n19{if bypass_attempts is not None}
    n20[self.adaptive_behavior.bypass_attempts = bypass_attempts]
    n21[]
    n22{if success_rate is not None}
    n23[self.adaptive_behavior.success_rate = success_rate]
    n24[]
    n25{if details}
    n26[self.adaptive_behavior.details.update(details)]
    n27[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n27
    n27 --> n2
26. aiva common schemas telemetry Function validate event type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'http', &#...] n4{if v not in allowed} n5[raise ValueError(f'Invalid event_type: &#...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'http', &&#35...]
    n4{if v not in allowed}
    n5[raise ValueError(f'Invalid event_type: &#...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
27. aiva common schemas telemetry Function validate status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'active', &&#...] n4{if v not in allowed} n5[raise ValueError(f'Invalid status: {...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'active', &&#...]
    n4{if v not in allowed}
    n5[raise ValueError(f'Invalid status: {...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
28. aiva common utils dedup dedupe Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Initialize deduplication tracker.\...] n4{if ttl_days is None or ttl_day...} n5[self._ttl_seconds = 0.0] n6[days: float = float(ttl_days)] n7[self._ttl_seconds = max(days, 0.0) * 864...] n8[] n9[self._lock = threading.Lock()] n10{if isinstance(db_path, Path)} n11[db_path.parent.mkdir(parents=True, exist_ok=True)] n12[db_location = str(db_path)] n13{if isinstance(db_path, str) an...} n14[Path(db_path).parent.mkdir(parents=True, exis...] n15[db_location = db_path] n16{if db_path} n17[db_location = str(db_path)] n18[db_location = ':memory:'] n19[] n20[] n21[] n22[self._conn = sqlite3.connect(db_l...] n23[self._finalizer = weakref.finalize(sel...] n24[try] n25[self._conn.execute('PRAGMA journal_mode=W...] n26[] n27[except sqlite3.Data...] n28[logger.warning('Failed to enable WAL mode...] n29[self._conn.execute('\n CREATE ...] n30[self._conn.execute('CREATE INDEX IF NOT E...] n31[logger.debug('Initialized DeDup with db=%...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n21 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n20 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n19 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n24 --> n27 n25 --> n26 n26 --> n29 n27 --> n28 n28 --> n26 n29 --> n30 n30 --> n31 n31 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Initialize deduplication tracker.\...]
    n4{if ttl_days is None or ttl_day...}
    n5[self._ttl_seconds = 0.0]
    n6[days: float = float(ttl_days)]
    n7[self._ttl_seconds = max(days, 0.0) * 864...]
    n8[]
    n9[self._lock = threading.Lock()]
    n10{if isinstance(db_path, Path)}
    n11[db_path.parent.mkdir(parents=True, exist_ok=True)]
    n12[db_location = str(db_path)]
    n13{if isinstance(db_path, str) an...}
    n14[Path(db_path).parent.mkdir(parents=True, exis...]
    n15[db_location = db_path]
    n16{if db_path}
    n17[db_location = str(db_path)]
    n18[db_location = ':memory:']
    n19[]
    n20[]
    n21[]
    n22[self._conn = sqlite3.connect(db_l...]
    n23[self._finalizer = weakref.finalize(sel...]
    n24[try]
    n25[self._conn.execute('PRAGMA journal_mode=W...]
    n26[]
    n27[except sqlite3.Data...]
    n28[logger.warning('Failed to enable WAL mode...]
    n29[self._conn.execute('\n            CREATE ...]
    n30[self._conn.execute('CREATE INDEX IF NOT E...]
    n31[logger.debug('Initialized DeDup with db=%...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n21
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n20
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n19
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n24 --> n27
    n25 --> n26
    n26 --> n29
    n27 --> n28
    n28 --> n26
    n29 --> n30
    n30 --> n31
    n31 --> n2
29. aiva common utils dedup dedupe Function prune
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Remove expired fingerprints.'] n4{if self._ttl_seconds > 0} n5[deleted = self._conn.execute('...] n6{if deleted > 0} n7[logger.debug('Pruned %d expired fingerpri...] n8[] n9[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n9 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Remove expired fingerprints.']
    n4{if self._ttl_seconds > 0}
    n5[deleted = self._conn.execute('...]
    n6{if deleted > 0}
    n7[logger.debug('Pruned %d expired fingerpri...]
    n8[]
    n9[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n9
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n2
30. aiva common utils dedup dedupe Function clear
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Clear all fingerprints from the da...] n4[with self._lock] n5[self._conn.execute('DELETE FROM fingerpri...] n6[logger.info('Cleared all fingerprints fro...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Clear all fingerprints from the da...]
    n4[with self._lock]
    n5[self._conn.execute('DELETE FROM fingerpri...]
    n6[logger.info('Cleared all fingerprints fro...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
31. aiva common utils dedup dedupe Function close
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Close the underlying SQLite connec...] n4[with self._lock] n5{if self._finalizer.alive} n6[self._finalizer()] n7[logger.debug('Closed DeDup database conne...] n8[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Close the underlying SQLite connec...]
    n4[with self._lock]
    n5{if self._finalizer.alive}
    n6[self._finalizer()]
    n7[logger.debug('Closed DeDup database conne...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n2
32. aiva common utils dedup dedupe Function compute fingerprint
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Compute a deterministic fingerprint fo...] n4[vector = item.get('vector', &...] n5[base_obj = {'target': item.g...] n6[mode = item.get('mode')] n7{if mode} n8[base_obj['mode'] = mode] n9[] n10[base = json.dumps(base_obj,...] n11[return hashlib.sha256(base.encode('ut...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n    Compute a deterministic fingerprint fo...]
    n4[vector = item.get('vector', &...]
    n5[base_obj = {'target': item.g...]
    n6[mode = item.get('mode')]
    n7{if mode}
    n8[base_obj['mode'] = mode]
    n9[]
    n10[base = json.dumps(base_obj,...]
    n11[return hashlib.sha256(base.encode('ut...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
33. aiva common utils dedup dedupe Function count
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Get the number of fingerprints cur...] n4[with self._lock] n5[self._prune(time.time())] n6[row = self._conn.execute('...] n7[return row[0] if row else 0] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Get the number of fingerprints cur...]
    n4[with self._lock]
    n5[self._prune(time.time())]
    n6[row = self._conn.execute('...]
    n7[return row[0] if row else 0]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
34. aiva common utils dedup dedupe Function mark
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Explicitly mark an item as seen wi...] n4[digest = compute_fingerprint(...] n5[now = time.time()] n6[expires = now + self._ttl_seco...] n7[with self._lock] n8[self._conn.execute('INSERT OR REPLACE INT...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Explicitly mark an item as seen wi...]
    n4[digest = compute_fingerprint(...]
    n5[now = time.time()]
    n6[expires = now + self._ttl_seco...]
    n7[with self._lock]
    n8[self._conn.execute('INSERT OR REPLACE INT...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
35. aiva common utils dedup dedupe Function seen before
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Check if item has been seen before...] n4[digest = compute_fingerprint(...] n5[now = time.time()] n6[with self._lock] n7[self._prune(now)] n8{if self._ttl_seconds > 0} n9[row = self._conn.execute('...] n10[row = self._conn.execute('...] n11[] n12{if row} n13[return True] n14[] n15[expires = now + self._ttl_seco...] n16[self._conn.execute('INSERT OR REPLACE INT...] n17[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Check if item has been seen before...]
    n4[digest = compute_fingerprint(...]
    n5[now = time.time()]
    n6[with self._lock]
    n7[self._prune(now)]
    n8{if self._ttl_seconds > 0}
    n9[row = self._conn.execute('...]
    n10[row = self._conn.execute('...]
    n11[]
    n12{if row}
    n13[return True]
    n14[]
    n15[expires = now + self._ttl_seco...]
    n16[self._conn.execute('INSERT OR REPLACE INT...]
    n17[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
36. aiva common utils ids Function new id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Generate a short unique identifier with a gi...] n4[return f'{prefix}-{uuid.uuid4&...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Generate a short unique identifier with a gi...]
    n4[return f'{prefix}-{uuid.uuid4&...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
37. aiva common utils logging Function get logger
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Return a configured logger for the given mod...] n4[logger = logging.getLogger(na...] n5{if not logger.handlers} n6[logger.setLevel(logging.INFO)] n7[handler = logging.StreamHandle...] n8[formatter = logging.Formatter(fm...] n9[handler.setFormatter(formatter)] n10[logger.addHandler(handler)] n11[] n12[return logger] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Return a configured logger for the given mod...]
    n4[logger = logging.getLogger(na...]
    n5{if not logger.handlers}
    n6[logger.setLevel(logging.INFO)]
    n7[handler = logging.StreamHandle...]
    n8[formatter = logging.Formatter(fm...]
    n9[handler.setFormatter(formatter)]
    n10[logger.addHandler(handler)]
    n11[]
    n12[return logger]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
38. aiva common utils network backoff Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Initialize RetryingAsyncClient.\n\...] n4[super().__init__(*args, **kwargs)] n5[self._max_retries = max(0, int(retries))] n6[self._backoff = backoff if backoff i...] n7{if retry_on is None} n8[retry_excs: Sequence[type[BaseException]]...] n9[retry_excs = tuple(retry_on)] n10[] n11[self._retry_exceptions: tuple[type[BaseException&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Initialize RetryingAsyncClient.\n\...]
    n4[super().__init__(*args, **kwargs)]
    n5[self._max_retries = max(0, int(retries))]
    n6[self._backoff = backoff if backoff i...]
    n7{if retry_on is None}
    n8[retry_excs: Sequence[type[BaseException]]...]
    n9[retry_excs = tuple(retry_on)]
    n10[]
    n11[self._retry_exceptions: tuple[type[BaseException&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
39. aiva common utils network backoff Function resolve backoff
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Evaluate backoff callable for attempt ...] n4{if backoff is None} n5[return 0.0] n6[] n7[try] n8[delay = backoff(attempt=atte...] n9[] n10[except TypeError] n11[delay = backoff(attempt)] n12[except Exception] n13[logger.warning('Backoff callable %r faile...] n14[return 0.0] n15[try] n16[return max(0.0, float(delay))] n17[] n18[except (TypeError, ...] n19[logger.warning('Backoff callable %r retur...] n20[return 0.0] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n10 n7 --> n12 n8 --> n9 n9 --> n15 n10 --> n11 n11 --> n9 n12 --> n13 n13 --> n14 n14 --> n9 n15 --> n16 n15 --> n18 n16 --> n17 n17 --> n2 n18 --> n19 n19 --> n20 n20 --> n17 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n    Evaluate backoff callable for attempt ...]
    n4{if backoff is None}
    n5[return 0.0]
    n6[]
    n7[try]
    n8[delay = backoff(attempt=atte...]
    n9[]
    n10[except TypeError]
    n11[delay = backoff(attempt)]
    n12[except Exception]
    n13[logger.warning('Backoff callable %r faile...]
    n14[return 0.0]
    n15[try]
    n16[return max(0.0, float(delay))]
    n17[]
    n18[except (TypeError, ...]
    n19[logger.warning('Backoff callable %r retur...]
    n20[return 0.0]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n10
    n7 --> n12
    n8 --> n9
    n9 --> n15
    n10 --> n11
    n11 --> n9
    n12 --> n13
    n13 --> n14
    n14 --> n9
    n15 --> n16
    n15 --> n18
    n16 --> n17
    n17 --> n2
    n18 --> n19
    n19 --> n20
    n20 --> n17
40. aiva common utils network backoff Function jitter backoff
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Return a jittered exponential delay fo...] n4[t = min(max_time, base *...] n5[return t * (0.5 + random.random())] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n    Return a jittered exponential delay fo...]
    n4[t = min(max_time, base *...]
    n5[return t * (0.5 + random.random())]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
41. aiva common utils network ratelimit Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Initialize rate limiter.\n\n ...] n4[self.global_rps = float(global_rps)] n5[self.per_host_rps = float(per_host_rps)] n6[burst_g = max(1, int(self.glob...] n7[burst_h = max(1, int(self.per_...] n8[self.global_bucket = TokenBucket(self.glo...] n9[self.default_host_burst = burst_h] n10[self.host_buckets: dict[str, TokenBucket] = {...] n11[self.host_overrides: dict[str, float] = {}] n12[self.host_last_used: dict[str, float] = {}] n13[self.jitter = jitter_ms / 1000.0] n14[self.state_file = Path(state_file) if ...] n15[self.state_lock = threading.Lock()] n16[self.config_lock = threading.Lock()] n17[self._host_usage_lock = threading.Lock()] n18[self.min_global_rps = 0.05] n19[self.max_global_rps = max(self.global_rps ...] n20[self.min_per_host_rps = 0.05] n21[self.max_per_host_rps = max(self.per_host_rp...] n22[self._state_write_interval = 1.0] n23[self._next_state_write = 0.0] n24[try] n25[ttl_val = float(host_ttl) if h...] n26[] n27[except (TypeError, ...] n28[ttl_val = None] n29[self.host_ttl = ttl_val if ttl_val a...] n30[try] n31[cleanup_val = float(cleanup_interv...] n32[] n33[except (TypeError, ...] n34[cleanup_val = 60.0] n35[self._cleanup_interval = cleanup_val if clean...] n36[self._next_cleanup = time.monotonic() + s...] n37[self._cooldown_until: dict[str, float] = {&#...] n38[self._log = logging.getLogger(__...] n39{if self.state_file} n40[self._load_state()] n41[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n24 --> n27 n25 --> n26 n26 --> n29 n27 --> n28 n28 --> n26 n29 --> n30 n30 --> n31 n30 --> n33 n31 --> n32 n32 --> n35 n33 --> n34 n34 --> n32 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 -->|Yes| n40 n39 -->|No| n41 n40 --> n41 n41 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Initialize rate limiter.\n\n      ...]
    n4[self.global_rps = float(global_rps)]
    n5[self.per_host_rps = float(per_host_rps)]
    n6[burst_g = max(1, int(self.glob...]
    n7[burst_h = max(1, int(self.per_...]
    n8[self.global_bucket = TokenBucket(self.glo...]
    n9[self.default_host_burst = burst_h]
    n10[self.host_buckets: dict[str, TokenBucket] = &#123...]
    n11[self.host_overrides: dict[str, float] = {}]
    n12[self.host_last_used: dict[str, float] = {}]
    n13[self.jitter = jitter_ms / 1000.0]
    n14[self.state_file = Path(state_file) if ...]
    n15[self.state_lock = threading.Lock()]
    n16[self.config_lock = threading.Lock()]
    n17[self._host_usage_lock = threading.Lock()]
    n18[self.min_global_rps = 0.05]
    n19[self.max_global_rps = max(self.global_rps ...]
    n20[self.min_per_host_rps = 0.05]
    n21[self.max_per_host_rps = max(self.per_host_rp...]
    n22[self._state_write_interval = 1.0]
    n23[self._next_state_write = 0.0]
    n24[try]
    n25[ttl_val = float(host_ttl) if h...]
    n26[]
    n27[except (TypeError, ...]
    n28[ttl_val = None]
    n29[self.host_ttl = ttl_val if ttl_val a...]
    n30[try]
    n31[cleanup_val = float(cleanup_interv...]
    n32[]
    n33[except (TypeError, ...]
    n34[cleanup_val = 60.0]
    n35[self._cleanup_interval = cleanup_val if clean...]
    n36[self._next_cleanup = time.monotonic() + s...]
    n37[self._cooldown_until: dict[str, float] = {&#...]
    n38[self._log = logging.getLogger(__...]
    n39{if self.state_file}
    n40[self._load_state()]
    n41[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n24 --> n27
    n25 --> n26
    n26 --> n29
    n27 --> n28
    n28 --> n26
    n29 --> n30
    n30 --> n31
    n30 --> n33
    n31 --> n32
    n32 --> n35
    n33 --> n34
    n34 --> n32
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 -->|Yes| n40
    n39 -->|No| n41
    n40 --> n41
    n41 --> n2
42. aiva common utils network ratelimit Function apply rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Apply new rate to a bucket.'] n4[burst = max(1, int(rate))] n5[with bucket.lock] n6[bucket.rate = rate] n7[bucket.capacity = burst] n8[bucket.tokens = min(bucket.capacity,...] n9[bucket.updated = time.monotonic()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Apply new rate to a bucket.']
    n4[burst = max(1, int(rate))]
    n5[with bucket.lock]
    n6[bucket.rate = rate]
    n7[bucket.capacity = burst]
    n8[bucket.tokens = min(bucket.capacity,...]
    n9[bucket.updated = time.monotonic()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
43. aiva common utils network ratelimit Function bucket for
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Get or create Token Bucket for a host.&&...] n4[self._maybe_cleanup_hosts()] n5[b = self.host_buckets.ge...] n6{if b is None} n7[rate = self._host_rate(host...] n8[burst = max(1, int(rate))] n9[b = TokenBucket(rate, bu...] n10[self.host_buckets[host] = b] n11[] n12[self._touch_host(host)] n13[return b] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Get or create Token Bucket for a host.&&...]
    n4[self._maybe_cleanup_hosts()]
    n5[b = self.host_buckets.ge...]
    n6{if b is None}
    n7[rate = self._host_rate(host...]
    n8[burst = max(1, int(rate))]
    n9[b = TokenBucket(rate, bu...]
    n10[self.host_buckets[host] = b]
    n11[]
    n12[self._touch_host(host)]
    n13[return b]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
44. aiva common utils network ratelimit Function bucket state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Capture current bucket state for persistence...] n4[with bucket.lock] n5[elapsed = max(0.0, mono_now - ...] n6[updated_wall = max(0.0, wall_now - ...] n7[return {'rate': rate, &&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Capture current bucket state for persistence...]
    n4[with bucket.lock]
    n5[elapsed = max(0.0, mono_now - ...]
    n6[updated_wall = max(0.0, wall_now - ...]
    n7[return {'rate': rate, &&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
45. aiva common utils network ratelimit Function host rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Get the rate limit for a specific host.&...] n4[return self.host_overrides.get(host, ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Get the rate limit for a specific host.&...]
    n4[return self.host_overrides.get(host, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
46. aiva common utils network ratelimit Function load state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Load state from persistent storage.&#...] n4{if not self.state_file or not ...} n5[return] n6[] n7[with self.stat...] n8[try] n9[with self.stat...] n10[data = json.load(fh)] n11[] n12[except (OSError, js...] n13[logger.warning('Failed to load rate limit...] n14[return] n15[now_wall = time.time()] n16[now_mono = time.monotonic()] n17[saved_at = data.get('saved_at&#39...] n18[try] n19[saved_at_f = float(saved_at) if s...] n20[] n21[except (TypeError, ...] n22[saved_at_f = 0.0] n23[base_elapsed = max(0.0, now_wall - ...] n24[global_state = data.get('global&#...] n25{if isinstance(global_state, dict)} n26[rate_val = global_state.get('ra...] n27[try] n28[rate = float(rate_val)] n29[] n30[except (TypeError, ...] n31[rate = self.global_rps] n32[self._set_global_rate(rate)] n33[tokens_val = global_state.get('to...] n34[try] n35[tokens = float(tokens_val)] n36[] n37[except (TypeError, ...] n38[tokens = self.global_bucket.t...] n39[updated_val = global_state.get('up...] n40[try] n41[updated_at = float(updated_val) i...] n42[] n43[except (TypeError, ...] n44[updated_at = None] n45[elapsed = base_elapsed if upda...] n46[with self.glob...] n47[refill = tokens + elapsed * s...] n48[self.global_bucket.tokens = min(self.global_buck...] n49[self.global_bucket.updated = max(now_mono - elaps...] n50[] n51[self.host_buckets.clear()] n52[with self._hos...] n53[self.host_last_used.clear()] n54[overrides = data.get('host_overr...] n55{if isinstance(overrides, dict)} n56[new_overrides: dict[str, float] = {}] n57{for (host, value) in overrides.items()} n58[try] n59[new_overrides[str(host)] = float(valu...] n60[] n61[except (TypeError, ...] n62[continue] n63[] n64[self.host_overrides = new_overrides] n65[self.host_overrides = {}] n66[] n67[per_host_base = data.get('per_host_r...] n68{if per_host_base is not None} n69[with contextli...] n70[self._set_per_host_base(float(per_host_base)&...] n71[] n72[hosts = data.get('hosts')] n73{if isinstance(hosts, dict)} n74{for (host, bucket_data) in hosts.items()} n75{if not isinstance(bucket_data,...} n76[continue] n77[] n78[rate_val = bucket_data.get('rat...] n79[try] n80[rate = float(rate_val)] n81[] n82[except (TypeError, ...] n83[rate = self._host_rate(host...] n84[burst = max(1, int(rate))] n85[bucket = TokenBucket(rate, bu...] n86[tokens_val = bucket_data.get('tok...] n87[try] n88[tokens = float(tokens_val)] n89[] n90[except (TypeError, ...] n91[tokens = float(burst)] n92[updated_val = bucket_data.get('upd...] n93[try] n94[updated_at = float(updated_val) i...] n95[] n96[except (TypeError, ...] n97[updated_at = None] n98[elapsed = base_elapsed if upda...] n99[refill = tokens + elapsed * r...] n100[bucket.tokens = min(bucket.capacity,...] n101[bucket.updated = max(now_mono - elaps...] n102[self.host_buckets[str(host)] = bucket] n103[self._touch_host(str(host), now_mono)] n104[] n105[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n8 --> n12 n9 --> n10 n10 --> n11 n11 --> n15 n12 --> n13 n13 --> n14 n14 --> n11 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n18 --> n21 n19 --> n20 n20 --> n23 n21 --> n22 n22 --> n20 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n50 n26 --> n27 n27 --> n28 n27 --> n30 n28 --> n29 n29 --> n32 n30 --> n31 n31 --> n29 n32 --> n33 n33 --> n34 n34 --> n35 n34 --> n37 n35 --> n36 n36 --> n39 n37 --> n38 n38 --> n36 n39 --> n40 n40 --> n41 n40 --> n43 n41 --> n42 n42 --> n45 n43 --> n44 n44 --> n42 n45 --> n46 n46 --> n47 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n52 n52 --> n53 n53 --> n54 n54 --> n55 n55 -->|Yes| n56 n55 -->|No| n65 n56 --> n57 n57 -->|Yes| n58 n57 -->|No| n63 n58 --> n59 n58 --> n61 n59 --> n60 n60 --> n57 n61 --> n62 n62 --> n60 n63 --> n64 n64 --> n66 n65 --> n66 n66 --> n67 n67 --> n68 n68 -->|Yes| n69 n68 -->|No| n71 n69 --> n70 n70 --> n71 n71 --> n72 n72 --> n73 n73 -->|Yes| n74 n73 -->|No| n105 n74 -->|Yes| n75 n74 -->|No| n104 n75 -->|Yes| n76 n75 -->|No| n77 n76 --> n77 n77 --> n78 n78 --> n79 n79 --> n80 n79 --> n82 n80 --> n81 n81 --> n84 n82 --> n83 n83 --> n81 n84 --> n85 n85 --> n86 n86 --> n87 n87 --> n88 n87 --> n90 n88 --> n89 n89 --> n92 n90 --> n91 n91 --> n89 n92 --> n93 n93 --> n94 n93 --> n96 n94 --> n95 n95 --> n98 n96 --> n97 n97 --> n95 n98 --> n99 n99 --> n100 n100 --> n101 n101 --> n102 n102 --> n103 n103 --> n74 n104 --> n105 n105 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Load state from persistent storage.&&#35...]
    n4{if not self.state_file or not ...}
    n5[return]
    n6[]
    n7[with self.stat...]
    n8[try]
    n9[with self.stat...]
    n10[data = json.load(fh)]
    n11[]
    n12[except (OSError, js...]
    n13[logger.warning('Failed to load rate limit...]
    n14[return]
    n15[now_wall = time.time()]
    n16[now_mono = time.monotonic()]
    n17[saved_at = data.get('saved_at&#39...]
    n18[try]
    n19[saved_at_f = float(saved_at) if s...]
    n20[]
    n21[except (TypeError, ...]
    n22[saved_at_f = 0.0]
    n23[base_elapsed = max(0.0, now_wall - ...]
    n24[global_state = data.get('global&#...]
    n25{if isinstance(global_state, dict)}
    n26[rate_val = global_state.get('ra...]
    n27[try]
    n28[rate = float(rate_val)]
    n29[]
    n30[except (TypeError, ...]
    n31[rate = self.global_rps]
    n32[self._set_global_rate(rate)]
    n33[tokens_val = global_state.get('to...]
    n34[try]
    n35[tokens = float(tokens_val)]
    n36[]
    n37[except (TypeError, ...]
    n38[tokens = self.global_bucket.t...]
    n39[updated_val = global_state.get('up...]
    n40[try]
    n41[updated_at = float(updated_val) i...]
    n42[]
    n43[except (TypeError, ...]
    n44[updated_at = None]
    n45[elapsed = base_elapsed if upda...]
    n46[with self.glob...]
    n47[refill = tokens + elapsed * s...]
    n48[self.global_bucket.tokens = min(self.global_buck...]
    n49[self.global_bucket.updated = max(now_mono - elaps...]
    n50[]
    n51[self.host_buckets.clear()]
    n52[with self._hos...]
    n53[self.host_last_used.clear()]
    n54[overrides = data.get('host_overr...]
    n55{if isinstance(overrides, dict)}
    n56[new_overrides: dict[str, float] = {}]
    n57{for (host, value) in overrides.items()}
    n58[try]
    n59[new_overrides[str(host)] = float(valu...]
    n60[]
    n61[except (TypeError, ...]
    n62[continue]
    n63[]
    n64[self.host_overrides = new_overrides]
    n65[self.host_overrides = {}]
    n66[]
    n67[per_host_base = data.get('per_host_r...]
    n68{if per_host_base is not None}
    n69[with contextli...]
    n70[self._set_per_host_base(float(per_host_base)&...]
    n71[]
    n72[hosts = data.get('hosts')]
    n73{if isinstance(hosts, dict)}
    n74{for (host, bucket_data) in hosts.items()}
    n75{if not isinstance(bucket_data,...}
    n76[continue]
    n77[]
    n78[rate_val = bucket_data.get('rat...]
    n79[try]
    n80[rate = float(rate_val)]
    n81[]
    n82[except (TypeError, ...]
    n83[rate = self._host_rate(host...]
    n84[burst = max(1, int(rate))]
    n85[bucket = TokenBucket(rate, bu...]
    n86[tokens_val = bucket_data.get('tok...]
    n87[try]
    n88[tokens = float(tokens_val)]
    n89[]
    n90[except (TypeError, ...]
    n91[tokens = float(burst)]
    n92[updated_val = bucket_data.get('upd...]
    n93[try]
    n94[updated_at = float(updated_val) i...]
    n95[]
    n96[except (TypeError, ...]
    n97[updated_at = None]
    n98[elapsed = base_elapsed if upda...]
    n99[refill = tokens + elapsed * r...]
    n100[bucket.tokens = min(bucket.capacity,...]
    n101[bucket.updated = max(now_mono - elaps...]
    n102[self.host_buckets[str(host)] = bucket]
    n103[self._touch_host(str(host), now_mono)]
    n104[]
    n105[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n8 --> n12
    n9 --> n10
    n10 --> n11
    n11 --> n15
    n12 --> n13
    n13 --> n14
    n14 --> n11
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n18 --> n21
    n19 --> n20
    n20 --> n23
    n21 --> n22
    n22 --> n20
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n50
    n26 --> n27
    n27 --> n28
    n27 --> n30
    n28 --> n29
    n29 --> n32
    n30 --> n31
    n31 --> n29
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n34 --> n37
    n35 --> n36
    n36 --> n39
    n37 --> n38
    n38 --> n36
    n39 --> n40
    n40 --> n41
    n40 --> n43
    n41 --> n42
    n42 --> n45
    n43 --> n44
    n44 --> n42
    n45 --> n46
    n46 --> n47
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n52
    n52 --> n53
    n53 --> n54
    n54 --> n55
    n55 -->|Yes| n56
    n55 -->|No| n65
    n56 --> n57
    n57 -->|Yes| n58
    n57 -->|No| n63
    n58 --> n59
    n58 --> n61
    n59 --> n60
    n60 --> n57
    n61 --> n62
    n62 --> n60
    n63 --> n64
    n64 --> n66
    n65 --> n66
    n66 --> n67
    n67 --> n68
    n68 -->|Yes| n69
    n68 -->|No| n71
    n69 --> n70
    n70 --> n71
    n71 --> n72
    n72 --> n73
    n73 -->|Yes| n74
    n73 -->|No| n105
    n74 -->|Yes| n75
    n74 -->|No| n104
    n75 -->|Yes| n76
    n75 -->|No| n77
    n76 --> n77
    n77 --> n78
    n78 --> n79
    n79 --> n80
    n79 --> n82
    n80 --> n81
    n81 --> n84
    n82 --> n83
    n83 --> n81
    n84 --> n85
    n85 --> n86
    n86 --> n87
    n87 --> n88
    n87 --> n90
    n88 --> n89
    n89 --> n92
    n90 --> n91
    n91 --> n89
    n92 --> n93
    n93 --> n94
    n93 --> n96
    n94 --> n95
    n95 --> n98
    n96 --> n97
    n97 --> n95
    n98 --> n99
    n99 --> n100
    n100 --> n101
    n101 --> n102
    n102 --> n103
    n103 --> n74
    n104 --> n105
    n105 --> n2
47. aiva common utils network ratelimit Function maybe cleanup hosts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Trigger host cleanup if interval has elapsed...] n4{if self.host_ttl is None} n5[return] n6[] n7{if now_mono is None} n8[now_mono = time.monotonic()] n9[] n10{if self._cleanup_interval and ...} n11[return] n12[] n13[self.cleanup_expired_hosts(now_mono=now_mono)] n14{if self._cleanup_interval} n15[self._next_cleanup = now_mono + self._cle...] n16[self._next_cleanup = now_mono] n17[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n17 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Trigger host cleanup if interval has elapsed...]
    n4{if self.host_ttl is None}
    n5[return]
    n6[]
    n7{if now_mono is None}
    n8[now_mono = time.monotonic()]
    n9[]
    n10{if self._cleanup_interval and ...}
    n11[return]
    n12[]
    n13[self.cleanup_expired_hosts(now_mono=now_mono)]
    n14{if self._cleanup_interval}
    n15[self._next_cleanup = now_mono + self._cle...]
    n16[self._next_cleanup = now_mono]
    n17[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n17
    n16 --> n17
    n17 --> n2
48. aiva common utils network ratelimit Function scale global
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Scale global rate by a factor.'] n4{if factor <= 0} n5[return] n6[] n7[self._set_global_rate(self.global_rps * factor)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Scale global rate by a factor.']
    n4{if factor <= 0}
    n5[return]
    n6[]
    n7[self._set_global_rate(self.global_rps * factor)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
49. aiva common utils network ratelimit Function scale host
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Scale specific host rate by a factor.&&#...] n4{if factor <= 0} n5[return] n6[] n7[with self.conf...] n8[current = self.host_overrides....] n9[new_rate = max(self.min_per_hos...] n10[self.host_overrides[host] = new_rate] n11[bucket = self._bucket_for(hos...] n12[self._apply_rate(bucket, new_rate)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Scale specific host rate by a factor.&&#...]
    n4{if factor <= 0}
    n5[return]
    n6[]
    n7[with self.conf...]
    n8[current = self.host_overrides....]
    n9[new_rate = max(self.min_per_hos...]
    n10[self.host_overrides[host] = new_rate]
    n11[bucket = self._bucket_for(hos...]
    n12[self._apply_rate(bucket, new_rate)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
50. aiva common utils network ratelimit Function scale per host base
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Scale per-host base rate by a factor.&&#...] n4{if factor <= 0} n5[return] n6[] n7[self._set_per_host_base(self.per_host_rps * factor...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Scale per-host base rate by a factor.&&#...]
    n4{if factor <= 0}
    n5[return]
    n6[]
    n7[self._set_per_host_base(self.per_host_rps * factor...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
51. aiva common utils network ratelimit Function set global rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Update global rate with bounds checking.&...] n4[clamped = max(self.min_global_...] n5[burst = max(1, int(clamped))] n6[with self.glob...] n7[self.global_rps = clamped] n8[self.global_bucket.rate = clamped] n9[self.global_bucket.capacity = burst] n10[self.global_bucket.tokens = min(self.global_buck...] n11[self.global_bucket.updated = time.monotonic()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Update global rate with bounds checking.&amp...]
    n4[clamped = max(self.min_global_...]
    n5[burst = max(1, int(clamped))]
    n6[with self.glob...]
    n7[self.global_rps = clamped]
    n8[self.global_bucket.rate = clamped]
    n9[self.global_bucket.capacity = burst]
    n10[self.global_bucket.tokens = min(self.global_buck...]
    n11[self.global_bucket.updated = time.monotonic()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
52. aiva common utils network ratelimit Function set per host base
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Update per-host base rate with bounds checki...] n4[clamped = max(self.min_per_hos...] n5[with self.conf...] n6[self.per_host_rps = clamped] n7[self.default_host_burst = max(1, int(clamped)...] n8[unaffected = [h for h in self.hos...] n9{for host in unaffected} n10[self._apply_rate(self.host_buckets[host], cla...] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n9 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Update per-host base rate with bounds checki...]
    n4[clamped = max(self.min_per_hos...]
    n5[with self.conf...]
    n6[self.per_host_rps = clamped]
    n7[self.default_host_burst = max(1, int(clamped)...]
    n8[unaffected = [h for h in self.hos...]
    n9{for host in unaffected}
    n10[self._apply_rate(self.host_buckets[host], cla...]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n9
    n11 --> n2
53. aiva common utils network ratelimit Function touch host
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Update last used timestamp for a host.&&...] n4{if now_mono is None} n5[now_mono = time.monotonic()] n6[] n7[with self._hos...] n8[self.host_last_used[host] = now_mono] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Update last used timestamp for a host.&&...]
    n4{if now_mono is None}
    n5[now_mono = time.monotonic()]
    n6[]
    n7[with self._hos...]
    n8[self.host_last_used[host] = now_mono]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
54. aiva common utils network ratelimit Function write state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Write state to persistent storage.'] n4{if not self.state_file} n5[return] n6[] n7[now_mono = time.monotonic()] n8{if not force and now_mono < se...} n9[return] n10[] n11[self._maybe_cleanup_hosts(now_mono=now_mono)] n12[with self.stat...] n13[now_mono = time.monotonic()] n14{if not force and now_mono < se...} n15[return] n16[] n17[self._maybe_cleanup_hosts(now_mono=now_mono)] n18[now_wall = time.time()] n19[data: dict[str, Any] = {'saved_a...] n20{for (host, bucket) in list(self.host_bu...} n21[data['hosts'][host ...] n22[] n23[tmp_path = self.state_file.with...] n24[try] n25[self.state_file.parent.mkdir(parents=True, exist_o...] n26[with tmp_path....] n27[json.dump(data, fh)] n28[os.replace(tmp_path, self.state_file)] n29[] n30[except OSError] n31[logger.warning('Failed to persist rate li...] n32[with contextli...] n33[os.remove(tmp_path)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n20 n22 --> n23 n23 --> n24 n24 --> n25 n24 --> n30 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n2 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n29 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Write state to persistent storage.']
    n4{if not self.state_file}
    n5[return]
    n6[]
    n7[now_mono = time.monotonic()]
    n8{if not force and now_mono < se...}
    n9[return]
    n10[]
    n11[self._maybe_cleanup_hosts(now_mono=now_mono)]
    n12[with self.stat...]
    n13[now_mono = time.monotonic()]
    n14{if not force and now_mono < se...}
    n15[return]
    n16[]
    n17[self._maybe_cleanup_hosts(now_mono=now_mono)]
    n18[now_wall = time.time()]
    n19[data: dict[str, Any] = {'saved_a...]
    n20{for (host, bucket) in list(self.host_bu...}
    n21[data['hosts'][host&#9...]
    n22[]
    n23[tmp_path = self.state_file.with...]
    n24[try]
    n25[self.state_file.parent.mkdir(parents=True, exist_o...]
    n26[with tmp_path....]
    n27[json.dump(data, fh)]
    n28[os.replace(tmp_path, self.state_file)]
    n29[]
    n30[except OSError]
    n31[logger.warning('Failed to persist rate li...]
    n32[with contextli...]
    n33[os.remove(tmp_path)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n20
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n24 --> n30
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n2
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n29
55. aiva common utils network ratelimit Function cleanup expired hosts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3["Remove hosts that haven't been used...] n4[ttl = self.host_ttl if ttl...] n5{if ttl is None} n6[return] n7[] n8[try] n9[ttl_val = float(ttl)] n10[] n11[except (TypeError, ...] n12[return] n13{if ttl_val <= 0} n14[return] n15[] n16{if now_mono is None} n17[now_mono = time.monotonic()] n18[] n19[cutoff = now_mono - ttl_val] n20[with self._hos...] n21[stale_hosts = [host for host, seen...] n22{if not stale_hosts} n23[return] n24[] n25[with self._hos...] n26{for host in stale_hosts} n27[self.host_last_used.pop(host, None)] n28[] n29[with self.conf...] n30{for host in stale_hosts} n31[self.host_overrides.pop(host, None)] n32[] n33{for host in stale_hosts} n34[self.host_buckets.pop(host, None)] n35[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n8 --> n11 n9 --> n10 n10 --> n13 n11 --> n12 n12 --> n10 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n26 n28 --> n29 n29 --> n30 n30 -->|Yes| n31 n30 -->|No| n32 n31 --> n30 n32 --> n33 n33 -->|Yes| n34 n33 -->|No| n35 n34 --> n33 n35 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3["Remove hosts that haven't been used...]
    n4[ttl = self.host_ttl if ttl...]
    n5{if ttl is None}
    n6[return]
    n7[]
    n8[try]
    n9[ttl_val = float(ttl)]
    n10[]
    n11[except (TypeError, ...]
    n12[return]
    n13{if ttl_val <= 0}
    n14[return]
    n15[]
    n16{if now_mono is None}
    n17[now_mono = time.monotonic()]
    n18[]
    n19[cutoff = now_mono - ttl_val]
    n20[with self._hos...]
    n21[stale_hosts = [host for host, seen...]
    n22{if not stale_hosts}
    n23[return]
    n24[]
    n25[with self._hos...]
    n26{for host in stale_hosts}
    n27[self.host_last_used.pop(host, None)]
    n28[]
    n29[with self.conf...]
    n30{for host in stale_hosts}
    n31[self.host_overrides.pop(host, None)]
    n32[]
    n33{for host in stale_hosts}
    n34[self.host_buckets.pop(host, None)]
    n35[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n8 --> n11
    n9 --> n10
    n10 --> n13
    n11 --> n12
    n12 --> n10
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n26
    n28 --> n29
    n29 --> n30
    n30 -->|Yes| n31
    n30 -->|No| n32
    n31 --> n30
    n32 --> n33
    n33 -->|Yes| n34
    n33 -->|No| n35
    n34 --> n33
    n35 --> n2
56. aiva common utils network ratelimit Function load state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Reload state from disk.'] n4[self._load_state()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Reload state from disk.']
    n4[self._load_state()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
57. aiva common utils network ratelimit Function penalize
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Manually penalize a host by removi...] n4[b = self._bucket_for(hos...] n5[with b.lock] n6[b.tokens = max(0.0, b.tokens - ...] n7{if status is not None or laten...} n8[self.update_from_response(host, status_code=status...] n9[] n10[self._write_state()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Manually penalize a host by removi...]
    n4[b = self._bucket_for(hos...]
    n5[with b.lock]
    n6[b.tokens = max(0.0, b.tokens - ...]
    n7{if status is not None or laten...}
    n8[self.update_from_response(host, status_code=status...]
    n9[]
    n10[self._write_state()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
58. aiva common utils network ratelimit Function save state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Force write state to disk immediately.&&...] n4[self._write_state(force=True)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Force write state to disk immediately.&&...]
    n4[self._write_state(force=True)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
59. aiva common utils network ratelimit Function should send
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Check if requests to host are curr...] n4[now = time.monotonic()] n5[until = self._cooldown_until...] n6[return not (until is not None and now...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Check if requests to host are curr...]
    n4[now = time.monotonic()]
    n5[until = self._cooldown_until...]
    n6[return not (until is not None and now...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
60. aiva common utils network ratelimit Function take
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Try to consume n tokens. Returns True if suc...] n4[with self.lock] n5[now = time.monotonic()] n6[delta = now - self.updated] n7[self.updated = now] n8[self.tokens = min(self.capacity, s...] n9{if self.tokens >= n} n10[self.tokens -= n] n11[return True] n12[] n13[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Try to consume n tokens. Returns True if suc...]
    n4[with self.lock]
    n5[now = time.monotonic()]
    n6[delta = now - self.updated]
    n7[self.updated = now]
    n8[self.tokens = min(self.capacity, s...]
    n9{if self.tokens >= n}
    n10[self.tokens -= n]
    n11[return True]
    n12[]
    n13[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
61. aiva common utils network ratelimit Function update from response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Adjust global and per-host rates b...] n4[self._touch_host(host)] n5[global_penalty = 1.0] n6[host_penalty = 1.0] n7[base_penalty = 1.0] n8[global_boost = 1.0] n9[host_boost = 1.0] n10[base_boost = 1.0] n11[ra_until = None] n12[try] n13{if headers and any((k.lower() ...} n14[ra_val = next((headers[k] for...] n15{if ra_val is not None} n16[ra_val = str(ra_val).strip()] n17{if re.fullmatch('\\d+', ra_va...} n18[ra_until = time.monotonic() + f...] n19[try] n20[dt = parsedate_to_datetim...] n21[ra_until = time.monotonic() + m...] n22[] n23[except (ValueError,...] n24[self._log.debug('Failed to parse HTTP-dat...] n25[ra_until = None] n26[] n27[] n28[] n29[] n30[except (KeyError, A...] n31[self._log.debug('Failed to process Retry-...] n32[ra_until = None] n33{if ra_until is not None} n34[prev = self._cooldown_until...] n35[self._cooldown_until[host] = max(prev or 0.0,...] n36[with contextli...] n37[self._log.info('ratelimiter.cooldown_begi...] n38[base_penalty *= 1.5] n39[host_penalty *= 2.0] n40[] n41{if status_code is not None} n42{if status_code == 429} n43[global_penalty = min(global_penalty, ...] n44[host_penalty = min(host_penalty, 0....] n45[base_penalty = min(base_penalty, 0....] n46{if status_code in {503, 504}} n47[global_penalty = min(global_penalty, ...] n48[host_penalty = min(host_penalty, 0....] n49[base_penalty = min(base_penalty, 0....] n50{if 500 <= status_code < 600} n51[global_penalty = min(global_penalty, ...] n52[host_penalty = min(host_penalty, 0....] n53[base_penalty = min(base_penalty, 0....] n54{if 200 <= status_code < 300} n55[global_boost = max(global_boost, 1....] n56[host_boost = max(host_boost, 1.08...] n57[base_boost = max(base_boost, 1.02...] n58[] n59[] n60[] n61[] n62[] n63{if latency is not None} n64{if latency > 5.0} n65[global_penalty = min(global_penalty, ...] n66[host_penalty = min(host_penalty, 0....] n67[base_penalty = min(base_penalty, 0....] n68{if latency > 2.5} n69[global_penalty = min(global_penalty, ...] n70[host_penalty = min(host_penalty, 0....] n71[base_penalty = min(base_penalty, 0....] n72{if latency < 0.3} n73[global_boost = max(global_boost, 1....] n74[host_boost = max(host_boost, 1.1)] n75[base_boost = max(base_boost, 1.04...] n76{if latency < 0.6} n77[global_boost = max(global_boost, 1....] n78[host_boost = max(host_boost, 1.05...] n79[base_boost = max(base_boost, 1.02...] n80[] n81[] n82[] n83[] n84[] n85{if global_penalty < 1.0 or hos...} n86{if global_penalty < 1.0} n87[self._scale_global(global_penalty)] n88[] n89{if base_penalty < 1.0} n90[self._scale_per_host_base(base_penalty)] n91[] n92{if host_penalty < 1.0} n93[self._scale_host(host, host_penalty)] n94[] n95[return] n96[] n97{if global_boost > 1.0} n98[self._scale_global(global_boost)] n99[] n100{if base_boost > 1.0} n101[self._scale_per_host_base(base_boost)] n102[] n103{if host_boost > 1.0} n104[self._scale_host(host, host_boost)] n105[] n106[try] n107{if status_code and 200 <= int(...} n108[until = self._cooldown_until...] n109{if until} n110[now = time.monotonic()] n111{if now + max(0.0, latency) * 2...} n112[self._cooldown_until.pop(host, None)] n113[self._log.info('ratelimiter.cooldown_end ...] n114[] n115[] n116[] n117[] n118[except (KeyError, V...] n119[self._log.debug('Error processing respons...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n12 --> n30 n13 -->|Yes| n14 n13 -->|No| n28 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n27 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n26 n19 --> n20 n19 --> n23 n20 --> n21 n21 --> n22 n22 --> n26 n23 --> n24 n24 --> n25 n25 --> n22 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n33 n30 --> n31 n31 --> n32 n32 --> n29 n33 -->|Yes| n34 n33 -->|No| n40 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 -->|Yes| n42 n41 -->|No| n62 n42 -->|Yes| n43 n42 -->|No| n46 n43 --> n44 n44 --> n45 n45 --> n61 n46 -->|Yes| n47 n46 -->|No| n50 n47 --> n48 n48 --> n49 n49 --> n60 n50 -->|Yes| n51 n50 -->|No| n54 n51 --> n52 n52 --> n53 n53 --> n59 n54 -->|Yes| n55 n54 -->|No| n58 n55 --> n56 n56 --> n57 n57 --> n58 n58 --> n59 n59 --> n60 n60 --> n61 n61 --> n62 n62 --> n63 n63 -->|Yes| n64 n63 -->|No| n84 n64 -->|Yes| n65 n64 -->|No| n68 n65 --> n66 n66 --> n67 n67 --> n83 n68 -->|Yes| n69 n68 -->|No| n72 n69 --> n70 n70 --> n71 n71 --> n82 n72 -->|Yes| n73 n72 -->|No| n76 n73 --> n74 n74 --> n75 n75 --> n81 n76 -->|Yes| n77 n76 -->|No| n80 n77 --> n78 n78 --> n79 n79 --> n80 n80 --> n81 n81 --> n82 n82 --> n83 n83 --> n84 n84 --> n85 n85 -->|Yes| n86 n85 -->|No| n96 n86 -->|Yes| n87 n86 -->|No| n88 n87 --> n88 n88 --> n89 n89 -->|Yes| n90 n89 -->|No| n91 n90 --> n91 n91 --> n92 n92 -->|Yes| n93 n92 -->|No| n94 n93 --> n94 n94 --> n95 n95 --> n96 n96 --> n97 n97 -->|Yes| n98 n97 -->|No| n99 n98 --> n99 n99 --> n100 n100 -->|Yes| n101 n100 -->|No| n102 n101 --> n102 n102 --> n103 n103 -->|Yes| n104 n103 -->|No| n105 n104 --> n105 n105 --> n106 n106 --> n107 n106 --> n118 n107 -->|Yes| n108 n107 -->|No| n116 n108 --> n109 n109 -->|Yes| n110 n109 -->|No| n115 n110 --> n111 n111 -->|Yes| n112 n111 -->|No| n114 n112 --> n113 n113 --> n114 n114 --> n115 n115 --> n116 n116 --> n117 n117 --> n2 n118 --> n119 n119 --> n117 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Adjust global and per-host rates b...]
    n4[self._touch_host(host)]
    n5[global_penalty = 1.0]
    n6[host_penalty = 1.0]
    n7[base_penalty = 1.0]
    n8[global_boost = 1.0]
    n9[host_boost = 1.0]
    n10[base_boost = 1.0]
    n11[ra_until = None]
    n12[try]
    n13{if headers and any((k.lower() ...}
    n14[ra_val = next((headers[k] for...]
    n15{if ra_val is not None}
    n16[ra_val = str(ra_val).strip()]
    n17{if re.fullmatch('\\d+', ra_va...}
    n18[ra_until = time.monotonic() + f...]
    n19[try]
    n20[dt = parsedate_to_datetim...]
    n21[ra_until = time.monotonic() + m...]
    n22[]
    n23[except (ValueError,...]
    n24[self._log.debug('Failed to parse HTTP-dat...]
    n25[ra_until = None]
    n26[]
    n27[]
    n28[]
    n29[]
    n30[except (KeyError, A...]
    n31[self._log.debug('Failed to process Retry-...]
    n32[ra_until = None]
    n33{if ra_until is not None}
    n34[prev = self._cooldown_until...]
    n35[self._cooldown_until[host] = max(prev or 0.0,...]
    n36[with contextli...]
    n37[self._log.info('ratelimiter.cooldown_begi...]
    n38[base_penalty *= 1.5]
    n39[host_penalty *= 2.0]
    n40[]
    n41{if status_code is not None}
    n42{if status_code == 429}
    n43[global_penalty = min(global_penalty, ...]
    n44[host_penalty = min(host_penalty, 0....]
    n45[base_penalty = min(base_penalty, 0....]
    n46{if status_code in {503, 504}}
    n47[global_penalty = min(global_penalty, ...]
    n48[host_penalty = min(host_penalty, 0....]
    n49[base_penalty = min(base_penalty, 0....]
    n50{if 500 <= status_code < 600}
    n51[global_penalty = min(global_penalty, ...]
    n52[host_penalty = min(host_penalty, 0....]
    n53[base_penalty = min(base_penalty, 0....]
    n54{if 200 <= status_code < 300}
    n55[global_boost = max(global_boost, 1....]
    n56[host_boost = max(host_boost, 1.08...]
    n57[base_boost = max(base_boost, 1.02...]
    n58[]
    n59[]
    n60[]
    n61[]
    n62[]
    n63{if latency is not None}
    n64{if latency > 5.0}
    n65[global_penalty = min(global_penalty, ...]
    n66[host_penalty = min(host_penalty, 0....]
    n67[base_penalty = min(base_penalty, 0....]
    n68{if latency > 2.5}
    n69[global_penalty = min(global_penalty, ...]
    n70[host_penalty = min(host_penalty, 0....]
    n71[base_penalty = min(base_penalty, 0....]
    n72{if latency < 0.3}
    n73[global_boost = max(global_boost, 1....]
    n74[host_boost = max(host_boost, 1.1)]
    n75[base_boost = max(base_boost, 1.04...]
    n76{if latency < 0.6}
    n77[global_boost = max(global_boost, 1....]
    n78[host_boost = max(host_boost, 1.05...]
    n79[base_boost = max(base_boost, 1.02...]
    n80[]
    n81[]
    n82[]
    n83[]
    n84[]
    n85{if global_penalty < 1.0 or hos...}
    n86{if global_penalty < 1.0}
    n87[self._scale_global(global_penalty)]
    n88[]
    n89{if base_penalty < 1.0}
    n90[self._scale_per_host_base(base_penalty)]
    n91[]
    n92{if host_penalty < 1.0}
    n93[self._scale_host(host, host_penalty)]
    n94[]
    n95[return]
    n96[]
    n97{if global_boost > 1.0}
    n98[self._scale_global(global_boost)]
    n99[]
    n100{if base_boost > 1.0}
    n101[self._scale_per_host_base(base_boost)]
    n102[]
    n103{if host_boost > 1.0}
    n104[self._scale_host(host, host_boost)]
    n105[]
    n106[try]
    n107{if status_code and 200 <= int(...}
    n108[until = self._cooldown_until...]
    n109{if until}
    n110[now = time.monotonic()]
    n111{if now + max(0.0, latency) * 2...}
    n112[self._cooldown_until.pop(host, None)]
    n113[self._log.info('ratelimiter.cooldown_end ...]
    n114[]
    n115[]
    n116[]
    n117[]
    n118[except (KeyError, V...]
    n119[self._log.debug('Error processing respons...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n12 --> n30
    n13 -->|Yes| n14
    n13 -->|No| n28
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n27
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n26
    n19 --> n20
    n19 --> n23
    n20 --> n21
    n21 --> n22
    n22 --> n26
    n23 --> n24
    n24 --> n25
    n25 --> n22
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n33
    n30 --> n31
    n31 --> n32
    n32 --> n29
    n33 -->|Yes| n34
    n33 -->|No| n40
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 -->|Yes| n42
    n41 -->|No| n62
    n42 -->|Yes| n43
    n42 -->|No| n46
    n43 --> n44
    n44 --> n45
    n45 --> n61
    n46 -->|Yes| n47
    n46 -->|No| n50
    n47 --> n48
    n48 --> n49
    n49 --> n60
    n50 -->|Yes| n51
    n50 -->|No| n54
    n51 --> n52
    n52 --> n53
    n53 --> n59
    n54 -->|Yes| n55
    n54 -->|No| n58
    n55 --> n56
    n56 --> n57
    n57 --> n58
    n58 --> n59
    n59 --> n60
    n60 --> n61
    n61 --> n62
    n62 --> n63
    n63 -->|Yes| n64
    n63 -->|No| n84
    n64 -->|Yes| n65
    n64 -->|No| n68
    n65 --> n66
    n66 --> n67
    n67 --> n83
    n68 -->|Yes| n69
    n68 -->|No| n72
    n69 --> n70
    n70 --> n71
    n71 --> n82
    n72 -->|Yes| n73
    n72 -->|No| n76
    n73 --> n74
    n74 --> n75
    n75 --> n81
    n76 -->|Yes| n77
    n76 -->|No| n80
    n77 --> n78
    n78 --> n79
    n79 --> n80
    n80 --> n81
    n81 --> n82
    n82 --> n83
    n83 --> n84
    n84 --> n85
    n85 -->|Yes| n86
    n85 -->|No| n96
    n86 -->|Yes| n87
    n86 -->|No| n88
    n87 --> n88
    n88 --> n89
    n89 -->|Yes| n90
    n89 -->|No| n91
    n90 --> n91
    n91 --> n92
    n92 -->|Yes| n93
    n92 -->|No| n94
    n93 --> n94
    n94 --> n95
    n95 --> n96
    n96 --> n97
    n97 -->|Yes| n98
    n97 -->|No| n99
    n98 --> n99
    n99 --> n100
    n100 -->|Yes| n101
    n100 -->|No| n102
    n101 --> n102
    n102 --> n103
    n103 -->|Yes| n104
    n103 -->|No| n105
    n104 --> n105
    n105 --> n106
    n106 --> n107
    n106 --> n118
    n107 -->|Yes| n108
    n107 -->|No| n116
    n108 --> n109
    n109 -->|Yes| n110
    n109 -->|No| n115
    n110 --> n111
    n111 -->|Yes| n112
    n111 -->|No| n114
    n112 --> n113
    n113 --> n114
    n114 --> n115
    n115 --> n116
    n116 --> n117
    n117 --> n2
    n118 --> n119
    n119 --> n117
62. core aiva core ai commander Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 AI 指揮官\n\n Args:\n cod...] n4[logger.info('🎖️ Initializing AI Commander...] n5[self.data_directory = data_directory or Pa...] n6[self.data_directory.mkdir(parents=True, exist_ok=T...] n7[logger.info(' Loading BioNeuronRAGAgent....] n8[self.bio_neuron_agent = BioNeuronRAGAgent(co...] n9[logger.info(' Loading RAG Engine...&...] n10[vector_store = VectorStore(backend=...] n11[knowledge_base = KnowledgeBase(vector...] n12[self.rag_engine = RAGEngine(knowledge_...] n13[logger.info(' Loading Training System......] n14[self.experience_manager = ExperienceManager(st...] n15[self.model_trainer = ModelTrainer(model_c...] n16[from aiva_core.training.scenario_manager import Sc...] n17[scenario_manager = ScenarioManager()] n18[from aiva_core.execution.plan_executor import Plan...] n19[from aiva_core.messaging.message_broker import Mes...] n20[message_broker = MessageBroker()] n21[plan_executor = PlanExecutor(message...] n22[self.training_orchestrator = TrainingOrchestrator...] n23[logger.info(' Loading Multi-Language Coo...] n24[self.multilang_coordinator = MultiLanguageAICoord...] n25[self.command_history: list[dict[str, Any]]...] n26[self.active_tasks: dict[str, dict[str, Any]&#...] n27[self.component_status: dict[str, bool] = {co...] n28[logger.info('✅ AI Commander initialized s...] n29[logger.info(f' - BioNeuronRAGAgent: ...] n30[logger.info(f' - RAG Engine: {self...] n31[logger.info(f' - Training System: {...] n32[logger.info(f' - Multi-Language Coordin...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 AI 指揮官\n\n        Args:\n            cod...]
    n4[logger.info('🎖️ Initializing AI Commander...]
    n5[self.data_directory = data_directory or Pa...]
    n6[self.data_directory.mkdir(parents=True, exist_ok=T...]
    n7[logger.info('  Loading BioNeuronRAGAgent....]
    n8[self.bio_neuron_agent = BioNeuronRAGAgent(co...]
    n9[logger.info('  Loading RAG Engine...&...]
    n10[vector_store = VectorStore(backend=...]
    n11[knowledge_base = KnowledgeBase(vector...]
    n12[self.rag_engine = RAGEngine(knowledge_...]
    n13[logger.info('  Loading Training System......]
    n14[self.experience_manager = ExperienceManager(st...]
    n15[self.model_trainer = ModelTrainer(model_c...]
    n16[from aiva_core.training.scenario_manager import Sc...]
    n17[scenario_manager = ScenarioManager()]
    n18[from aiva_core.execution.plan_executor import Plan...]
    n19[from aiva_core.messaging.message_broker import Mes...]
    n20[message_broker = MessageBroker()]
    n21[plan_executor = PlanExecutor(message...]
    n22[self.training_orchestrator = TrainingOrchestrator...]
    n23[logger.info('  Loading Multi-Language Coo...]
    n24[self.multilang_coordinator = MultiLanguageAICoord...]
    n25[self.command_history: list[dict[str, Any]&#93...]
    n26[self.active_tasks: dict[str, dict[str, Any]&#...]
    n27[self.component_status: dict[str, bool] = {co...]
    n28[logger.info('✅ AI Commander initialized s...]
    n29[logger.info(f'   - BioNeuronRAGAgent: &#1...]
    n30[logger.info(f'   - RAG Engine: {self...]
    n31[logger.info(f'   - Training System: &#123...]
    n32[logger.info(f'   - Multi-Language Coordin...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n2
63. core aiva core ai commander Function get status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取 AI 指揮官狀態\n\n Returns:\n ...] n4[return {'component_status': ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取 AI 指揮官狀態\n\n        Returns:\n           ...]
    n4[return {'component_status': ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
64. core aiva core ai commander Function save state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存 AI 指揮官狀態'] n4[logger.info('💾 Saving AI Commander state....] n5[self.rag_engine.save_knowledge()] n6[self.experience_manager.export_to_jsonl(self.data_...] n7[self.training_orchestrator.save_session()] n8[logger.info('✅ AI Commander state saved&a...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存 AI 指揮官狀態']
    n4[logger.info('💾 Saving AI Commander state....]
    n5[self.rag_engine.save_knowledge()]
    n6[self.experience_manager.export_to_jsonl(self.data_...]
    n7[self.training_orchestrator.save_session()]
    n8[logger.info('✅ AI Commander state saved&a...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
65. core aiva core ai controller Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化統一 AI 控制器'] n4[logger.info('🧠 初始化 AIVA 統一 AI 控制器...&...] n5[self.master_ai = BioNeuronRAGAgent(co...] n6[self.ai_components = {'code_fixer&&#...] n7[self.decision_history = []] n8[logger.info('✅ 統一 AI 控制器初始化完成&#39...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化統一 AI 控制器']
    n4[logger.info('🧠 初始化 AIVA 統一 AI 控制器...&...]
    n5[self.master_ai = BioNeuronRAGAgent(co...]
    n6[self.ai_components = {'code_fixer&&#...]
    n7[self.decision_history = []]
    n8[logger.info('✅ 統一 AI 控制器初始化完成&#39...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
66. core aiva core ai controller Function analyze task complexity
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析任務複雜度 - 決定處理策略'] n4[input_lower = user_input.lower()] n5[analysis = {'can_handle_directl...] n6[simple_patterns = ['讀取', &...] n7{if any((pattern in input_lower...} n8[analysis['can_handle_directly&#39...] n9[analysis['complexity_score'&#...] n10[] n11[fix_patterns = ['修復', &&#...] n12{if any((pattern in input_lower...} n13[analysis['needs_code_fixing'&...] n14[analysis['complexity_score'&#...] n15[] n16[detection_patterns = ['掃描', &...] n17{if any((pattern in input_lower...} n18[analysis['needs_specialized_detection&...] n19[analysis['complexity_score'&#...] n20[] n21[analysis['confidence'] = ...] n22[return analysis] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n20 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析任務複雜度 - 決定處理策略']
    n4[input_lower = user_input.lower()]
    n5[analysis = {'can_handle_directl...]
    n6[simple_patterns = ['讀取', &amp...]
    n7{if any((pattern in input_lower...}
    n8[analysis['can_handle_directly&#39...]
    n9[analysis['complexity_score'&#...]
    n10[]
    n11[fix_patterns = ['修復', &&#...]
    n12{if any((pattern in input_lower...}
    n13[analysis['needs_code_fixing'&...]
    n14[analysis['complexity_score'&#...]
    n15[]
    n16[detection_patterns = ['掃描', &...]
    n17{if any((pattern in input_lower...}
    n18[analysis['needs_specialized_detection&amp...]
    n19[analysis['complexity_score'&#...]
    n20[]
    n21[analysis['confidence'] = ...]
    n22[return analysis]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n20
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
67. core aiva core ai controller Function record unified decision
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄統一決策歷史'] n4[decision_record = {'timestamp&#3...] n5[self.decision_history.append(decision_record)] n6{if len(self.decision_history) ...} n7[self.decision_history.pop(0)] n8[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄統一決策歷史']
    n4[decision_record = {'timestamp&#3...]
    n5[self.decision_history.append(decision_record)]
    n6{if len(self.decision_history) ...}
    n7[self.decision_history.pop(0)]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n2
68. core aiva core ai controller Function get control statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統一控制統計'] n4{if not self.decision_history} n5[return {'no_decisions': True...] n6[] n7[total_decisions = len(self.decision_hi...] n8[unified_decisions = sum((1 for d in self...] n9[conflict_free_decisions = sum((1 for d in self...] n10[return {'total_decisions': t...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統一控制統計']
    n4{if not self.decision_history}
    n5[return {'no_decisions': True...]
    n6[]
    n7[total_decisions = len(self.decision_hi...]
    n8[unified_decisions = sum((1 for d in self...]
    n9[conflict_free_decisions = sum((1 for d in self...]
    n10[return {'total_decisions': t...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
69. core aiva core ai engine backup bio neuron core Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 RAG 代理.\n\n Args:\n co...] n4[logger.info('正在初始化 BioNeuronRAGAgent...&a...] n5[self.tools: list[dict[str, str]] = [&...] n6[self.tool_map: dict[str, dict[str, str]] ...] n7[self.input_vector_size = 1024] n8[self.decision_core = ScalableBioNet(self....] n9[self.anti_hallucination = AntiHallucinationMod...] n10[self.history: list[dict[str, Any]] = [...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 RAG 代理.\n\n        Args:\n            co...]
    n4[logger.info('正在初始化 BioNeuronRAGAgent...&a...]
    n5[self.tools: list[dict[str, str]] = [&...]
    n6[self.tool_map: dict[str, dict[str, str]] ...]
    n7[self.input_vector_size = 1024]
    n8[self.decision_core = ScalableBioNet(self....]
    n9[self.anti_hallucination = AntiHallucinationMod...]
    n10[self.history: list[dict[str, Any]] = &#91...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
70. core aiva core ai engine backup bio neuron core Function create input vector
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將任務和上下文轉換為輸入向量.\n\n Args:\n ...] n4[task_hash = np.array([ord(c) for...] n5[context_hash = np.array([ord(c) for...] n6[task_vec = np.pad(task_hash, (0...] n7[context_vec = np.pad(context_hash,...] n8[combined_vec = np.concatenate([task...] n9[return combined_vec / np.linalg.norm(...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將任務和上下文轉換為輸入向量.\n\n        Args:\n          ...]
    n4[task_hash = np.array([ord(c) for...]
    n5[context_hash = np.array([ord(c) for...]
    n6[task_vec = np.pad(task_hash, (0...]
    n7[context_vec = np.pad(context_hash,...]
    n8[combined_vec = np.concatenate([task...]
    n9[return combined_vec / np.linalg.norm(...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
71. core aiva core ai engine backup bio neuron core Function softmax
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Softmax 激活函數.\n\n Args:\n ...] n4[e_x = np.exp(x - np.max(x)...] n5[return e_x / e_x.sum(axis=0)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Softmax 激活函數.\n\n        Args:\n            ...]
    n4[e_x = np.exp(x - np.max(x)...]
    n5[return e_x / e_x.sum(axis=0)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
72. core aiva core ai engine backup bio neuron core Function check confidence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查決策的信心度是否足夠.\n\n Args:\n ...] n4[confidence = float(np.max(decisio...] n5[is_confident = confidence >= thresh...] n6{if not is_confident} n7[logger.warning(f'[Anti-Hallucination&...] n8[] n9[return (is_confident, confidence)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查決策的信心度是否足夠.\n\n        Args:\n            ...]
    n4[confidence = float(np.max(decisio...]
    n5[is_confident = confidence >= thresh...]
    n6{if not is_confident}
    n7[logger.warning(f'[Anti-Hallucination&...]
    n8[]
    n9[return (is_confident, confidence)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n2
73. core aiva core ai engine backup bio neuron core Function forward
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['前向傳播,產生決策潛力.\n\n Args:\n x...] n4[x = np.tanh(x @ self.fc1...] n5[x = self.spiking1.forwar...] n6[decision_potential = x @ self.fc2] n7[return self._softmax(decision_potenti...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['前向傳播,產生決策潛力.\n\n        Args:\n            x...]
    n4[x = np.tanh(x @ self.fc1...]
    n5[x = self.spiking1.forwar...]
    n6[decision_potential = x @ self.fc2]
    n7[return self._softmax(decision_potenti...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
74. core aiva core ai engine backup bio neuron core Function get knowledge stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取知識庫統計信息'] n4[return {'total_chunks': 1279...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取知識庫統計信息']
    n4[return {'total_chunks': 1279...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
75. core aiva core ai engine backup bio neuron core Function invoke
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 執行一個任務,包含完整的 RAG 流程.\n\n Ar...] n4[logger.info(f'\n--- 開始新任務: {task ...] n5[logger.info('1. [檢索] 正在從知識庫中搜尋相關上...] n6[context_str = ''] n7[logger.info('2. [增強] 正在結合任務與上下文.....] n8[input_vector = self._create_input_v...] n9[logger.info('3. [決策] BioNeuronAI ...] n10[decision_potential = self.decision_core.f...] n11[(is_confident, confidence) = self.anti_hallucinat...] n12{if not is_confident} n13[return {'status': &#...] n14[] n15[chosen_tool_index = int(np.argmax(decisi...] n16[chosen_tool = self.tools[chosen_to...] n17[tool_confidence = float(decision_poten...] n18[logger.info(f"4. [執行] 選擇工具: &...] n19[logger.info('5. [完成] 任務步驟執行完畢。&am...] n20[response = {'status': &&...] n21[self.history.append(response)] n22[return response] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        執行一個任務,包含完整的 RAG 流程.\n\n        Ar...]
    n4[logger.info(f'\n--- 開始新任務: {task&#12...]
    n5[logger.info('1. [檢索] 正在從知識庫中搜尋相關上...]
    n6[context_str = '']
    n7[logger.info('2. [增強] 正在結合任務與上下文.....]
    n8[input_vector = self._create_input_v...]
    n9[logger.info('3. [決策] BioNeuronAI ...]
    n10[decision_potential = self.decision_core.f...]
    n11[(is_confident, confidence) = self.anti_hallucinat...]
    n12{if not is_confident}
    n13[return {'status': &#...]
    n14[]
    n15[chosen_tool_index = int(np.argmax(decisi...]
    n16[chosen_tool = self.tools[chosen_to...]
    n17[tool_confidence = float(decision_poten...]
    n18[logger.info(f"4. [執行] 選擇工具: &&#3...]
    n19[logger.info('5. [完成] 任務步驟執行完畢。&am...]
    n20[response = {'status': &&...]
    n21[self.history.append(response)]
    n22[return response]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
76. core aiva core ai engine backup bio neuron core v2 Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 RAG 代理.\n\n Args:\n co...] n4[from .knowledge_base import KnowledgeBase] n5[from .tools import CodeAnalyzer, CodeReader, CodeW...] n6[self.codebase_path = codebase_path] n7[logger.info('BioNeuronRAGAgent 初始化&&#...] n8[logger.info('程式碼庫: %s', codeb...] n9[logger.info('[1/3] 正在索引程式碼庫...&am...] n10[self.knowledge_base = KnowledgeBase(codeba...] n11[self.knowledge_base.index_codebase()] n12[logger.info('[2/3] 正在初始化工具系統...&a...] n13[self.tool_instances = {'CodeReader&&...] n14[self.tools = [{'name': &...] n15[logger.info(' 已載入 %d 個工具', ...] n16[logger.info('[3/3] 正在初始化生物神經決策核心....] n17[self.decision_core = ScalableBioNet(input...] n18[self.anti_hallucination = AntiHallucinationMod...] n19[self.history: list[dict[str, Any]] = [...] n20[logger.info('BioNeuronRAGAgent 初始化完成!&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 RAG 代理.\n\n        Args:\n            co...]
    n4[from .knowledge_base import KnowledgeBase]
    n5[from .tools import CodeAnalyzer, CodeReader, CodeW...]
    n6[self.codebase_path = codebase_path]
    n7[logger.info('BioNeuronRAGAgent 初始化&&#...]
    n8[logger.info('程式碼庫: %s', codeb...]
    n9[logger.info('[1/3] 正在索引程式碼庫...&am...]
    n10[self.knowledge_base = KnowledgeBase(codeba...]
    n11[self.knowledge_base.index_codebase()]
    n12[logger.info('[2/3] 正在初始化工具系統...&a...]
    n13[self.tool_instances = {'CodeReader&&...]
    n14[self.tools = [{'name': &...]
    n15[logger.info('   已載入 %d 個工具', ...]
    n16[logger.info('[3/3] 正在初始化生物神經決策核心....]
    n17[self.decision_core = ScalableBioNet(input...]
    n18[self.anti_hallucination = AntiHallucinationMod...]
    n19[self.history: list[dict[str, Any]] = &#91...]
    n20[logger.info('BioNeuronRAGAgent 初始化完成!&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
77. core aiva core ai engine backup bio neuron core v2 Function check
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查決策的信心度.\n\n Args:\n deci...] n4[confidence = float(np.max(decisio...] n5[passed = confidence >= self.c...] n6[return (passed, confidence)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查決策的信心度.\n\n        Args:\n            deci...]
    n4[confidence = float(np.max(decisio...]
    n5[passed = confidence >= self.c...]
    n6[return (passed, confidence)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
78. core aiva core ai engine backup bio neuron core v2 Function forward
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['前向傳播.\n\n Args:\n x: 輸入向量\...] n4[h1 = np.dot(x, self.fc1)] n5[h1 = np.maximum(0, h1)] n6[h2 = self.spiking_layer.f...] n7[output = np.dot(h2, self.fc2)] n8[return output] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['前向傳播.\n\n        Args:\n            x: 輸入向量\...]
    n4[h1 = np.dot(x, self.fc1)]
    n5[h1 = np.maximum(0, h1)]
    n6[h2 = self.spiking_layer.f...]
    n7[output = np.dot(h2, self.fc2)]
    n8[return output]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
79. core aiva core ai engine backup bio neuron core v2 Function get history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取執行歷史.\n\n Returns:\n 執行歷...] n4[return self.history] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取執行歷史.\n\n        Returns:\n            執行歷...]
    n4[return self.history]
    n1 --> n3
    n3 --> n4
    n4 --> n2
80. core aiva core ai engine backup bio neuron core v2 Function get knowledge stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取知識庫統計.\n\n Returns:\n 知識...] n4[return {'total_chunks': self...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取知識庫統計.\n\n        Returns:\n            知識...]
    n4[return {'total_chunks': self...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
81. core aiva core ai engine backup bio neuron core v2 Function invoke
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行 RAG 增強的智能決策與工具執行.\n\n Args:\n ...] n4[logger.info('[啟動] 收到新任務: %s&&...] n5[logger.info('[資料] [步驟 1/5]...] n6[retrieved_chunks = self.knowledge_base....] n7[logger.info(' [V] 檢索到 %d 個相關程式碼...] n8{for (i, chunk) in enumerate(retriev...} n9[logger.info(' %d. %s - %s (分數: %s...] n10[] n11[context_str = '\n\n'.join(...] n12[logger.info('[數值] [步驟 2/5]...] n13[query_hash = sum((ord(c) for c in...] n14[context_hash = sum((ord(c) for c in...] n15[seed = query_hash + context...] n16[np.random.seed(seed)] n17[query_embedding = np.random.randn(512)...] n18[logger.info(' 生成 512 維嵌入向量 (種子: %d&...] n19[logger.info('[神經網路] [步驟 3/5&#...] n20[decision_logits = self.decision_core.f...] n21[logger.info(' 決策邏輯值範圍: [%.2f, %.2f&...] n22[logger.info('[計算] [步驟 4/5]...] n23[(_, confidence) = self.anti_hallucinat...] n24[logger.info(' 信心度: %.2f%%',...] n25[logger.info(' 已停用信心度檢查,所有決策都會執行&...] n26[logger.info('[調整] [步驟 5/5]...] n27[chosen_tool_index = int(np.argmax(decisi...] n28[chosen_tool = self.tools[chosen_to...] n29[chosen_tool_name = chosen_tool['name&...] n30[tool_confidence = float(decision_logit...] n31[logger.info(' 選擇工具: %s', ch...] n32[logger.info(' 工具描述: %s', ch...] n33[logger.info(' 選擇信心度: %.2f%%&#39...] n34[tool_instance = self.tool_instances....] n35{if tool_instance} n36[logger.info(' 正在執行工具...')] n37[tool_result = tool_instance.execut...] n38[logger.info(' 工具執行完成: %s', ...] n39[tool_result = {'status': &am...] n40[logger.error('工具未實作: %s', cho...] n41[] n42[response = {'status': &&...] n43[self.history.append(response)] n44[logger.info('%s', &#3...] n45[logger.info('[已] 任務完成!&#3...] n46[logger.info('%s', &#3...] n47[return response] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n39 n36 --> n37 n37 --> n38 n38 --> n41 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n44 n44 --> n45 n45 --> n46 n46 --> n47 n47 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行 RAG 增強的智能決策與工具執行.\n\n        Args:\n     ...]
    n4[logger.info('[啟動] 收到新任務: %s&&...]
    n5[logger.info('[資料] [步驟 1/5&#93...]
    n6[retrieved_chunks = self.knowledge_base....]
    n7[logger.info('   [V] 檢索到 %d 個相關程式碼...]
    n8{for (i, chunk) in enumerate(retriev...}
    n9[logger.info('     %d. %s - %s (分數: %s...]
    n10[]
    n11[context_str = '\n\n'.join(&#4...]
    n12[logger.info('[數值] [步驟 2/5&#93...]
    n13[query_hash = sum((ord(c) for c in...]
    n14[context_hash = sum((ord(c) for c in...]
    n15[seed = query_hash + context...]
    n16[np.random.seed(seed)]
    n17[query_embedding = np.random.randn(512)...]
    n18[logger.info('   生成 512 維嵌入向量 (種子: %d&...]
    n19[logger.info('[神經網路] [步驟 3/5&#...]
    n20[decision_logits = self.decision_core.f...]
    n21[logger.info('   決策邏輯值範圍: [%.2f, %.2f&...]
    n22[logger.info('[計算] [步驟 4/5&#93...]
    n23[(_, confidence) = self.anti_hallucinat...]
    n24[logger.info('   信心度: %.2f%%',...]
    n25[logger.info('   已停用信心度檢查,所有決策都會執行&&#3...]
    n26[logger.info('[調整] [步驟 5/5&#93...]
    n27[chosen_tool_index = int(np.argmax(decisi...]
    n28[chosen_tool = self.tools[chosen_to...]
    n29[chosen_tool_name = chosen_tool['name&...]
    n30[tool_confidence = float(decision_logit...]
    n31[logger.info('   選擇工具: %s', ch...]
    n32[logger.info('   工具描述: %s', ch...]
    n33[logger.info('   選擇信心度: %.2f%%&#39...]
    n34[tool_instance = self.tool_instances....]
    n35{if tool_instance}
    n36[logger.info('   正在執行工具...')]
    n37[tool_result = tool_instance.execut...]
    n38[logger.info('   工具執行完成: %s', ...]
    n39[tool_result = {'status': &am...]
    n40[logger.error('工具未實作: %s', cho...]
    n41[]
    n42[response = {'status': &&...]
    n43[self.history.append(response)]
    n44[logger.info('%s', &#3...]
    n45[logger.info('[已] 任務完成!&#3...]
    n46[logger.info('%s', &#3...]
    n47[return response]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n39
    n36 --> n37
    n37 --> n38
    n38 --> n41
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 --> n44
    n44 --> n45
    n45 --> n46
    n46 --> n47
    n47 --> n2
82. core aiva core ai engine backup knowledge base Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化知識庫.\n\n Args:\n codeba...] n4[self.codebase_path = Path(codebase_path)] n5[self.chunks: list[dict[str, Any]] = [...] n6[self.index: dict[str, list[int]] = {...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化知識庫.\n\n        Args:\n            codeba...]
    n4[self.codebase_path = Path(codebase_path)]
    n5[self.chunks: list[dict[str, Any]] = [...]
    n6[self.index: dict[str, list[int]] = {...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
83. core aiva core ai engine backup knowledge base Function add chunk
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加程式碼片段到知識庫.\n\n Args:\n f...] n4[chunk_id = len(self.chunks)] n5[chunk = {'id': chunk_id, &am...] n6[self.chunks.append(chunk)] n7[keywords = self._extract_keywor...] n8{for keyword in keywords} n9{if keyword not in self.index} n10[self.index[keyword] = []] n11[] n12[self.index[keyword].append(chunk_id)] n13[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n13 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n8 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加程式碼片段到知識庫.\n\n        Args:\n            f...]
    n4[chunk_id = len(self.chunks)]
    n5[chunk = {'id': chunk_id, &am...]
    n6[self.chunks.append(chunk)]
    n7[keywords = self._extract_keywor...]
    n8{for keyword in keywords}
    n9{if keyword not in self.index}
    n10[self.index[keyword] = []]
    n11[]
    n12[self.index[keyword].append(chunk_id)]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n13
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n8
    n13 --> n2
84. core aiva core ai engine backup knowledge base Function extract keywords
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從內容中提取關鍵字.\n\n Args:\n con...] n4[keywords = set()] n5[keywords.add(node_name.lower())] n6[common_keywords = ['def', &am...] n7{for keyword in common_keywords} n8{if keyword in content.lower()} n9[keywords.add(keyword)] n10[] n11[] n12[return keywords] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從內容中提取關鍵字.\n\n        Args:\n            con...]
    n4[keywords = set()]
    n5[keywords.add(node_name.lower())]
    n6[common_keywords = ['def', &am...]
    n7{for keyword in common_keywords}
    n8{if keyword in content.lower()}
    n9[keywords.add(keyword)]
    n10[]
    n11[]
    n12[return keywords]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 --> n2
85. core aiva core ai engine backup knowledge base Function index file
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['索引單個檔案.\n\n Args:\n file_p...] n4[try] n5[tree = ast.parse(content)] n6{for node in ast.walk(tree)} n7{if isinstance(node, ast.Functi...} n8[chunk_content = ast.get_source_segme...] n9{if chunk_content} n10[self._add_chunk(file_path=str(file_path.relative_...] n11[] n12[] n13[] n14[] n15[except SyntaxError] n16[self._add_chunk(file_path=str(file_path.relative_...] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n15 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n6 n13 --> n14 n14 --> n2 n15 --> n16 n16 --> n14 
flowchart TB
    n1([開始])
    n2([結束])
    n3['索引單個檔案.\n\n        Args:\n            file_p...]
    n4[try]
    n5[tree = ast.parse(content)]
    n6{for node in ast.walk(tree)}
    n7{if isinstance(node, ast.Functi...}
    n8[chunk_content = ast.get_source_segme...]
    n9{if chunk_content}
    n10[self._add_chunk(file_path=str(file_path.relative_...]
    n11[]
    n12[]
    n13[]
    n14[]
    n15[except SyntaxError]
    n16[self._add_chunk(file_path=str(file_path.relative_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n15
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 --> n2
    n15 --> n16
    n16 --> n14
86. core aiva core ai engine backup knowledge base Function get chunk count
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取程式碼片段總數.\n\n Returns:\n ...] n4[return len(self.chunks)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取程式碼片段總數.\n\n        Returns:\n            ...]
    n4[return len(self.chunks)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
87. core aiva core ai engine backup knowledge base Function get file content
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取完整檔案內容.\n\n Args:\n file...] n4[try] n5[full_path = self.codebase_path /...] n6[return full_path.read_text(encoding='...] n7[] n8[except Exception] n9[logger.error(f'無法讀取檔案 {file_path ...] n10[return None] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n8 n5 --> n6 n6 --> n7 n7 --> n2 n8 --> n9 n9 --> n10 n10 --> n7 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取完整檔案內容.\n\n        Args:\n            file...]
    n4[try]
    n5[full_path = self.codebase_path /...]
    n6[return full_path.read_text(encoding='...]
    n7[]
    n8[except Exception]
    n9[logger.error(f'無法讀取檔案 {file_path&#12...]
    n10[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n8
    n5 --> n6
    n6 --> n7
    n7 --> n2
    n8 --> n9
    n9 --> n10
    n10 --> n7
88. core aiva core ai engine backup knowledge base Function index codebase
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['索引整個程式碼庫.'] n4[logger.info(f'正在索引程式碼庫: {self.codeba...] n5[exclude_dirs = {'__pycache__&#39...] n6{for py_file in self.codebase_pat...} n7{if any((excluded in py_file.pa...} n8[continue] n9[] n10[try] n11[content = py_file.read_text(en...] n12[self._index_file(py_file, content)] n13[] n14[except Exception] n15[logger.warning(f' 跳過檔案 {py_file ...] n16[] n17[logger.info(f'索引完成,共 {len(self.c...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n16 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n10 --> n14 n11 --> n12 n12 --> n13 n13 --> n6 n14 --> n15 n15 --> n13 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['索引整個程式碼庫.']
    n4[logger.info(f'正在索引程式碼庫: {self.codeba...]
    n5[exclude_dirs = {'__pycache__&#39...]
    n6{for py_file in self.codebase_pat...}
    n7{if any((excluded in py_file.pa...}
    n8[continue]
    n9[]
    n10[try]
    n11[content = py_file.read_text(en...]
    n12[self._index_file(py_file, content)]
    n13[]
    n14[except Exception]
    n15[logger.warning(f'  跳過檔案 {py_file&#12...]
    n16[]
    n17[logger.info(f'索引完成,共 {len(self.c...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n16
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n10 --> n14
    n11 --> n12
    n12 --> n13
    n13 --> n6
    n14 --> n15
    n15 --> n13
    n16 --> n17
    n17 --> n2
89. core aiva core ai engine backup knowledge base Function search
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢索相關的程式碼片段.\n\n Args:\n qu...] n4[query_keywords = query.lower().split(...] n5[scores: dict[int, int] = {}] n6{for keyword in query_keywords} n7{if keyword in self.index} n8{for chunk_id in self.index[keyword]} n9[scores[chunk_id] = scores.get(chunk_id,...] n10[] n11[] n12[] n13[sorted_chunks = sorted(scores.items(...] n14[results = []] n15{for (chunk_id, score) in sorted_chunks[:to...} n16[chunk = self.chunks[chunk_id...] n17[results.append({'path': ...] n18[] n19[return results] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n12 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n6 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n15 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢索相關的程式碼片段.\n\n        Args:\n            qu...]
    n4[query_keywords = query.lower().split(...]
    n5[scores: dict[int, int] = {}]
    n6{for keyword in query_keywords}
    n7{if keyword in self.index}
    n8{for chunk_id in self.index[keyword]}
    n9[scores[chunk_id] = scores.get(chunk_id,...]
    n10[]
    n11[]
    n12[]
    n13[sorted_chunks = sorted(scores.items(...]
    n14[results = []]
    n15{for (chunk_id, score) in sorted_chunks[:to...}
    n16[chunk = self.chunks[chunk_id...]
    n17[results.append({'path': ...]
    n18[]
    n19[return results]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n12
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n6
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n15
    n18 --> n19
    n19 --> n2
90. core aiva core ai engine backup tools Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化漏洞檢測器.'] n4[super().__init__(name='Vulnerabil...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化漏洞檢測器.']
    n4[super().__init__(name='Vulnerabil...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
91. core aiva core ai engine backup tools Function calculate complexity
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算循環複雜度.\n\n Args:\n tree:...] n4[import ast] n5[complexity = 1] n6{for node in ast.walk(tree)} n7{if isinstance(node, ast.If | a...} n8[complexity += 1] n9{if isinstance(node, ast.BoolOp)} n10[complexity += len(node.values) - 1] n11[] n12[] n13[] n14[return complexity] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n6 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算循環複雜度.\n\n        Args:\n            tree:...]
    n4[import ast]
    n5[complexity = 1]
    n6{for node in ast.walk(tree)}
    n7{if isinstance(node, ast.If | a...}
    n8[complexity += 1]
    n9{if isinstance(node, ast.BoolOp)}
    n10[complexity += len(node.values) - 1]
    n11[]
    n12[]
    n13[]
    n14[return complexity]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 --> n2
92. core aiva core ai engine backup tools Function check docstrings
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查是否有文檔字串.\n\n Args:\n tre...] n4[import ast] n5{for node in ast.walk(tree)} n6{if isinstance(node, ast.Functi...} n7[docstring = ast.get_docstring(no...] n8{if docstring} n9[return True] n10[] n11[] n12[] n13[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查是否有文檔字串.\n\n        Args:\n            tre...]
    n4[import ast]
    n5{for node in ast.walk(tree)}
    n6{if isinstance(node, ast.Functi...}
    n7[docstring = ast.get_docstring(no...]
    n8{if docstring}
    n9[return True]
    n10[]
    n11[]
    n12[]
    n13[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
93. core aiva core ai engine backup tools Function check type hints
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查是否使用類型提示.\n\n Args:\n tr...] n4[import ast] n5{for node in ast.walk(tree)} n6{if isinstance(node, ast.Functi...} n7{if node.args.args} n8{for arg in node.args.args} n9{if arg.annotation is not None} n10[return True] n11[] n12[] n13[] n14{if node.returns is not None} n15[return True] n16[] n17[] n18[] n19[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n18 n6 -->|Yes| n7 n6 -->|No| n17 n7 -->|Yes| n8 n7 -->|No| n13 n8 -->|Yes| n9 n8 -->|No| n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n8 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n5 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查是否使用類型提示.\n\n        Args:\n            tr...]
    n4[import ast]
    n5{for node in ast.walk(tree)}
    n6{if isinstance(node, ast.Functi...}
    n7{if node.args.args}
    n8{for arg in node.args.args}
    n9{if arg.annotation is not None}
    n10[return True]
    n11[]
    n12[]
    n13[]
    n14{if node.returns is not None}
    n15[return True]
    n16[]
    n17[]
    n18[]
    n19[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n18
    n6 -->|Yes| n7
    n6 -->|No| n17
    n7 -->|Yes| n8
    n7 -->|No| n13
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n5
    n18 --> n19
    n19 --> n2
94. core aiva core ai engine backup tools Function execute
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行漏洞檢測.\n\n Args:\n **kwar...] n4[vuln_type = kwargs.get('vuln_typ...] n5[target = kwargs.get('target',...] n6{if not vuln_type} n7[return {'status': &#...] n8[] n9{if not target} n10[return {'status': &#...] n11[] n12[return {'status': &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行漏洞檢測.\n\n        Args:\n            **kwar...]
    n4[vuln_type = kwargs.get('vuln_typ...]
    n5[target = kwargs.get('target',...]
    n6{if not vuln_type}
    n7[return {'status': &#...]
    n8[]
    n9{if not target}
    n10[return {'status': &#...]
    n11[]
    n12[return {'status': &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
95. core aiva core ai engine bio neuron core Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 RAG 代理.\n\n Args:\n co...] n4[logger.info('正在初始化 BioNeuronRAGAgent...&a...] n5[self.codebase_path = codebase_path] n6[self.enable_planner = enable_planner] n7[self.enable_tracer = enable_tracer] n8[self.enable_experience = enable_experience] n9[self.tools: list[dict[str, str]] = [&...] n10[self.tool_map: dict[str, dict[str, str]] ...] n11[self.input_vector_size = 1024] n12[self.decision_core = ScalableBioNet(self....] n13[self.anti_hallucination = AntiHallucinationMod...] n14[self.history: list[dict[str, Any]] = [...] n15{if enable_planner} n16[from ..planner.orchestrator import AttackOrchestra...] n17[self.orchestrator = AttackOrchestrator()] n18[logger.info('✓ Planner/Orchestrator enabl...] n19[self.orchestrator = None] n20[] n21{if enable_tracer} n22[from ..execution_tracer.execution_monitor import E...] n23[from ..execution_tracer.task_executor import TaskE...] n24[self.execution_monitor = ExecutionMonitor()] n25[self.task_executor = TaskExecutor(self.ex...] n26[logger.info('✓ Execution Tracer enabled&a...] n27[self.execution_monitor = None] n28[self.task_executor = None] n29[] n30{if enable_experience} n31[try] n32[from pathlib import Path] n33[import sys] n34[integration_path = Path(__file__).paren...] n35{if str(integration_path) not i...} n36[sys.path.insert(0, str(integration_path))] n37[] n38[from aiva_integration.reception.experience_reposit...] n39[from ..analysis.ast_trace_comparator import ASTTra...] n40[from .training.model_updater import ModelUpdater] n41[self.experience_repo = ExperienceRepository...] n42[self.comparator = ASTTraceComparator()] n43[self.model_updater = ModelUpdater(self.de...] n44[logger.info(f'✓ Experience learning enabl...] n45[] n46[except Exception] n47[logger.warning(f'Failed to enable experie...] n48[self.experience_repo = None] n49[self.comparator = None] n50[self.model_updater = None] n51[self.experience_repo = None] n52[self.comparator = None] n53[self.model_updater = None] n54[] n55[logger.info('BioNeuronRAGAgent 初始化完成 ✓&am...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n19 n16 --> n17 n17 --> n18 n18 --> n20 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n27 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n29 n27 --> n28 n28 --> n29 n29 --> n30 n30 -->|Yes| n31 n30 -->|No| n51 n31 --> n32 n31 --> n46 n32 --> n33 n33 --> n34 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n37 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n44 n44 --> n45 n45 --> n54 n46 --> n47 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n45 n51 --> n52 n52 --> n53 n53 --> n54 n54 --> n55 n55 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 RAG 代理.\n\n        Args:\n            co...]
    n4[logger.info('正在初始化 BioNeuronRAGAgent...&a...]
    n5[self.codebase_path = codebase_path]
    n6[self.enable_planner = enable_planner]
    n7[self.enable_tracer = enable_tracer]
    n8[self.enable_experience = enable_experience]
    n9[self.tools: list[dict[str, str]] = [&...]
    n10[self.tool_map: dict[str, dict[str, str]] ...]
    n11[self.input_vector_size = 1024]
    n12[self.decision_core = ScalableBioNet(self....]
    n13[self.anti_hallucination = AntiHallucinationMod...]
    n14[self.history: list[dict[str, Any]] = &#91...]
    n15{if enable_planner}
    n16[from ..planner.orchestrator import AttackOrchestra...]
    n17[self.orchestrator = AttackOrchestrator()]
    n18[logger.info('✓ Planner/Orchestrator enabl...]
    n19[self.orchestrator = None]
    n20[]
    n21{if enable_tracer}
    n22[from ..execution_tracer.execution_monitor import E...]
    n23[from ..execution_tracer.task_executor import TaskE...]
    n24[self.execution_monitor = ExecutionMonitor()]
    n25[self.task_executor = TaskExecutor(self.ex...]
    n26[logger.info('✓ Execution Tracer enabled&a...]
    n27[self.execution_monitor = None]
    n28[self.task_executor = None]
    n29[]
    n30{if enable_experience}
    n31[try]
    n32[from pathlib import Path]
    n33[import sys]
    n34[integration_path = Path(__file__).paren...]
    n35{if str(integration_path) not i...}
    n36[sys.path.insert(0, str(integration_path))]
    n37[]
    n38[from aiva_integration.reception.experience_reposit...]
    n39[from ..analysis.ast_trace_comparator import ASTTra...]
    n40[from .training.model_updater import ModelUpdater]
    n41[self.experience_repo = ExperienceRepository...]
    n42[self.comparator = ASTTraceComparator()]
    n43[self.model_updater = ModelUpdater(self.de...]
    n44[logger.info(f'✓ Experience learning enabl...]
    n45[]
    n46[except Exception]
    n47[logger.warning(f'Failed to enable experie...]
    n48[self.experience_repo = None]
    n49[self.comparator = None]
    n50[self.model_updater = None]
    n51[self.experience_repo = None]
    n52[self.comparator = None]
    n53[self.model_updater = None]
    n54[]
    n55[logger.info('BioNeuronRAGAgent 初始化完成 ✓&am...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
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    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n19
    n16 --> n17
    n17 --> n18
    n18 --> n20
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n27
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n29
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 -->|Yes| n31
    n30 -->|No| n51
    n31 --> n32
    n31 --> n46
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n37
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
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    n44 --> n45
    n45 --> n54
    n46 --> n47
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n45
    n51 --> n52
    n52 --> n53
    n53 --> n54
    n54 --> n55
    n55 --> n2
96. core aiva core ai engine bio neuron core Function create input vector
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將任務和上下文轉換為輸入向量.\n\n Args:\n ...] n4[task_hash = np.array([ord(c) for...] n5[context_hash = np.array([ord(c) for...] n6[task_vec = np.pad(task_hash, (0...] n7[context_vec = np.pad(context_hash,...] n8[combined_vec = np.concatenate([task...] n9[return combined_vec / np.linalg.norm(...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將任務和上下文轉換為輸入向量.\n\n        Args:\n          ...]
    n4[task_hash = np.array([ord(c) for...]
    n5[context_hash = np.array([ord(c) for...]
    n6[task_vec = np.pad(task_hash, (0...]
    n7[context_vec = np.pad(context_hash,...]
    n8[combined_vec = np.concatenate([task...]
    n9[return combined_vec / np.linalg.norm(...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
97. core aiva core ai engine bio neuron core Function softmax
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Softmax 激活函數.\n\n Args:\n ...] n4[e_x = np.exp(x - np.max(x)...] n5[return e_x / e_x.sum(axis=0)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Softmax 激活函數.\n\n        Args:\n            ...]
    n4[e_x = np.exp(x - np.max(x)...]
    n5[return e_x / e_x.sum(axis=0)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
98. core aiva core ai engine bio neuron core Function check confidence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查決策的信心度是否足夠.\n\n Args:\n ...] n4[confidence = float(np.max(decisio...] n5[is_confident = confidence >= thresh...] n6{if not is_confident} n7[logger.warning(f'[Anti-Hallucination&...] n8[] n9[return (is_confident, confidence)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查決策的信心度是否足夠.\n\n        Args:\n            ...]
    n4[confidence = float(np.max(decisio...]
    n5[is_confident = confidence >= thresh...]
    n6{if not is_confident}
    n7[logger.warning(f'[Anti-Hallucination&...]
    n8[]
    n9[return (is_confident, confidence)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n2
99. core aiva core ai engine bio neuron core Function forward
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['前向傳播,產生決策潛力.\n\n Args:\n x...] n4[x = np.tanh(x @ self.fc1...] n5[x = self.spiking1.forwar...] n6[decision_potential = x @ self.fc2] n7[return self._softmax(decision_potenti...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['前向傳播,產生決策潛力.\n\n        Args:\n            x...]
    n4[x = np.tanh(x @ self.fc1...]
    n5[x = self.spiking1.forwar...]
    n6[decision_potential = x @ self.fc2]
    n7[return self._softmax(decision_potenti...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
100. core aiva core ai engine bio neuron core Function get knowledge stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取知識庫統計信息'] n4[stats = {'total_chunks': 127...] n5{if self.experience_repo} n6[try] n7[exp_stats = self.experience_repo...] n8[stats['total_experiences']...] n9[stats['avg_experience_score'&...] n10[] n11[except Exception] n12[logger.warning(f'Failed to get experience...] n13[] n14[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n13 n6 --> n7 n6 --> n11 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n13 n11 --> n12 n12 --> n10 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取知識庫統計信息']
    n4[stats = {'total_chunks': 127...]
    n5{if self.experience_repo}
    n6[try]
    n7[exp_stats = self.experience_repo...]
    n8[stats['total_experiences'&#93...]
    n9[stats['avg_experience_score'&...]
    n10[]
    n11[except Exception]
    n12[logger.warning(f'Failed to get experience...]
    n13[]
    n14[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n13
    n6 --> n7
    n6 --> n11
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n13
    n11 --> n12
    n12 --> n10
    n13 --> n14
    n14 --> n2
101. core aiva core ai engine bio neuron core Function invoke
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 執行一個任務,包含完整的 RAG 流程.\n\n Ar...] n4[logger.info(f'\n--- 開始新任務: {task ...] n5[logger.info('1. [檢索] 正在從知識庫中搜尋相關上...] n6[context_str = ''] n7[logger.info('2. [增強] 正在結合任務與上下文.....] n8[input_vector = self._create_input_v...] n9[logger.info('3. [決策] BioNeuronAI ...] n10[decision_potential = self.decision_core.f...] n11[(is_confident, confidence) = self.anti_hallucinat...] n12{if not is_confident} n13[return {'status': &#...] n14[] n15[chosen_tool_index = int(np.argmax(decisi...] n16[chosen_tool = self.tools[chosen_to...] n17[tool_confidence = float(decision_poten...] n18[logger.info(f"4. [執行] 選擇工具: &...] n19[logger.info('5. [完成] 任務步驟執行完畢。&am...] n20[response = {'status': &&...] n21[self.history.append(response)] n22[return response] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        執行一個任務,包含完整的 RAG 流程.\n\n        Ar...]
    n4[logger.info(f'\n--- 開始新任務: {task&#12...]
    n5[logger.info('1. [檢索] 正在從知識庫中搜尋相關上...]
    n6[context_str = '']
    n7[logger.info('2. [增強] 正在結合任務與上下文.....]
    n8[input_vector = self._create_input_v...]
    n9[logger.info('3. [決策] BioNeuronAI ...]
    n10[decision_potential = self.decision_core.f...]
    n11[(is_confident, confidence) = self.anti_hallucinat...]
    n12{if not is_confident}
    n13[return {'status': &#...]
    n14[]
    n15[chosen_tool_index = int(np.argmax(decisi...]
    n16[chosen_tool = self.tools[chosen_to...]
    n17[tool_confidence = float(decision_poten...]
    n18[logger.info(f"4. [執行] 選擇工具: &&#3...]
    n19[logger.info('5. [完成] 任務步驟執行完畢。&am...]
    n20[response = {'status': &&...]
    n21[self.history.append(response)]
    n22[return response]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
102. core aiva core ai engine bio neuron core Function train from experiences
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從經驗庫訓練模型（新增方法）\n\n Args:\n ...] n4{if not self.model_updater} n5[return {'status': &#...] n6[] n7[logger.info('開始從經驗庫訓練模型...')] n8[try] n9[result = self.model_updater.u...] n10[return result] n11[] n12[except Exception] n13[logger.error(f'Training failed: {e&#...] n14[return {'status': &#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n8 --> n12 n9 --> n10 n10 --> n11 n11 --> n2 n12 --> n13 n13 --> n14 n14 --> n11 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從經驗庫訓練模型（新增方法）\n\n        Args:\n           ...]
    n4{if not self.model_updater}
    n5[return {'status': &#...]
    n6[]
    n7[logger.info('開始從經驗庫訓練模型...')]
    n8[try]
    n9[result = self.model_updater.u...]
    n10[return result]
    n11[]
    n12[except Exception]
    n13[logger.error(f'Training failed: {e&#...]
    n14[return {'status': &#...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n8 --> n12
    n9 --> n10
    n10 --> n11
    n11 --> n2
    n12 --> n13
    n13 --> n14
    n14 --> n11
103. core aiva core ai engine bio neuron core v2 Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 RAG 代理.\n\n Args:\n co...] n4[from .knowledge_base import KnowledgeBase] n5[from .tools import CodeAnalyzer, CodeReader, CodeW...] n6[self.codebase_path = codebase_path] n7[logger.info('BioNeuronRAGAgent 初始化&&#...] n8[logger.info('程式碼庫: %s', codeb...] n9[logger.info('[1/3] 正在索引程式碼庫...&am...] n10[self.knowledge_base = KnowledgeBase(codeba...] n11[self.knowledge_base.index_codebase()] n12[logger.info('[2/3] 正在初始化工具系統...&a...] n13[self.tool_instances = {'CodeReader&&...] n14[self.tools = [{'name': &...] n15[logger.info(' 已載入 %d 個工具', ...] n16[logger.info('[3/3] 正在初始化生物神經決策核心....] n17[self.decision_core = ScalableBioNet(input...] n18[self.anti_hallucination = AntiHallucinationMod...] n19[self.history: list[dict[str, Any]] = [...] n20[logger.info('BioNeuronRAGAgent 初始化完成!&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 RAG 代理.\n\n        Args:\n            co...]
    n4[from .knowledge_base import KnowledgeBase]
    n5[from .tools import CodeAnalyzer, CodeReader, CodeW...]
    n6[self.codebase_path = codebase_path]
    n7[logger.info('BioNeuronRAGAgent 初始化&&#...]
    n8[logger.info('程式碼庫: %s', codeb...]
    n9[logger.info('[1/3] 正在索引程式碼庫...&am...]
    n10[self.knowledge_base = KnowledgeBase(codeba...]
    n11[self.knowledge_base.index_codebase()]
    n12[logger.info('[2/3] 正在初始化工具系統...&a...]
    n13[self.tool_instances = {'CodeReader&&...]
    n14[self.tools = [{'name': &...]
    n15[logger.info('   已載入 %d 個工具', ...]
    n16[logger.info('[3/3] 正在初始化生物神經決策核心....]
    n17[self.decision_core = ScalableBioNet(input...]
    n18[self.anti_hallucination = AntiHallucinationMod...]
    n19[self.history: list[dict[str, Any]] = &#91...]
    n20[logger.info('BioNeuronRAGAgent 初始化完成!&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
104. core aiva core ai engine bio neuron core v2 Function check
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查決策的信心度.\n\n Args:\n deci...] n4[confidence = float(np.max(decisio...] n5[passed = confidence >= self.c...] n6[return (passed, confidence)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查決策的信心度.\n\n        Args:\n            deci...]
    n4[confidence = float(np.max(decisio...]
    n5[passed = confidence >= self.c...]
    n6[return (passed, confidence)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
105. core aiva core ai engine bio neuron core v2 Function forward
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['前向傳播.\n\n Args:\n x: 輸入向量\...] n4[h1 = np.dot(x, self.fc1)] n5[h1 = np.maximum(0, h1)] n6[h2 = self.spiking_layer.f...] n7[output = np.dot(h2, self.fc2)] n8[return output] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['前向傳播.\n\n        Args:\n            x: 輸入向量\...]
    n4[h1 = np.dot(x, self.fc1)]
    n5[h1 = np.maximum(0, h1)]
    n6[h2 = self.spiking_layer.f...]
    n7[output = np.dot(h2, self.fc2)]
    n8[return output]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
106. core aiva core ai engine bio neuron core v2 Function get history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取執行歷史.\n\n Returns:\n 執行歷...] n4[return self.history] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取執行歷史.\n\n        Returns:\n            執行歷...]
    n4[return self.history]
    n1 --> n3
    n3 --> n4
    n4 --> n2
107. core aiva core ai engine bio neuron core v2 Function get knowledge stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取知識庫統計.\n\n Returns:\n 知識...] n4[return {'total_chunks': self...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取知識庫統計.\n\n        Returns:\n            知識...]
    n4[return {'total_chunks': self...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
108. core aiva core ai engine bio neuron core v2 Function invoke
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行 RAG 增強的智能決策與工具執行.\n\n Args:\n ...] n4[logger.info('[啟動] 收到新任務: %s&&...] n5[logger.info('[資料] [步驟 1/5]...] n6[retrieved_chunks = self.knowledge_base....] n7[logger.info(' [V] 檢索到 %d 個相關程式碼...] n8{for (i, chunk) in enumerate(retriev...} n9[logger.info(' %d. %s - %s (分數: %s...] n10[] n11[context_str = '\n\n'.join(...] n12[logger.info('[數值] [步驟 2/5]...] n13[query_hash = sum((ord(c) for c in...] n14[context_hash = sum((ord(c) for c in...] n15[seed = query_hash + context...] n16[np.random.seed(seed)] n17[query_embedding = np.random.randn(512)...] n18[logger.info(' 生成 512 維嵌入向量 (種子: %d&...] n19[logger.info('[神經網路] [步驟 3/5&#...] n20[decision_logits = self.decision_core.f...] n21[logger.info(' 決策邏輯值範圍: [%.2f, %.2f&...] n22[logger.info('[計算] [步驟 4/5]...] n23[(_, confidence) = self.anti_hallucinat...] n24[logger.info(' 信心度: %.2f%%',...] n25[logger.info(' 已停用信心度檢查,所有決策都會執行&...] n26[logger.info('[調整] [步驟 5/5]...] n27[chosen_tool_index = int(np.argmax(decisi...] n28[chosen_tool = self.tools[chosen_to...] n29[chosen_tool_name = chosen_tool['name&...] n30[tool_confidence = float(decision_logit...] n31[logger.info(' 選擇工具: %s', ch...] n32[logger.info(' 工具描述: %s', ch...] n33[logger.info(' 選擇信心度: %.2f%%&#39...] n34[tool_instance = self.tool_instances....] n35{if tool_instance} n36[logger.info(' 正在執行工具...')] n37[tool_result = tool_instance.execut...] n38[logger.info(' 工具執行完成: %s', ...] n39[tool_result = {'status': &am...] n40[logger.error('工具未實作: %s', cho...] n41[] n42[response = {'status': &&...] n43[self.history.append(response)] n44[logger.info('%s', &#3...] n45[logger.info('[已] 任務完成!&#3...] n46[logger.info('%s', &#3...] n47[return response] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n39 n36 --> n37 n37 --> n38 n38 --> n41 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n44 n44 --> n45 n45 --> n46 n46 --> n47 n47 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行 RAG 增強的智能決策與工具執行.\n\n        Args:\n     ...]
    n4[logger.info('[啟動] 收到新任務: %s&&...]
    n5[logger.info('[資料] [步驟 1/5&#93...]
    n6[retrieved_chunks = self.knowledge_base....]
    n7[logger.info('   [V] 檢索到 %d 個相關程式碼...]
    n8{for (i, chunk) in enumerate(retriev...}
    n9[logger.info('     %d. %s - %s (分數: %s...]
    n10[]
    n11[context_str = '\n\n'.join(&#4...]
    n12[logger.info('[數值] [步驟 2/5&#93...]
    n13[query_hash = sum((ord(c) for c in...]
    n14[context_hash = sum((ord(c) for c in...]
    n15[seed = query_hash + context...]
    n16[np.random.seed(seed)]
    n17[query_embedding = np.random.randn(512)...]
    n18[logger.info('   生成 512 維嵌入向量 (種子: %d&...]
    n19[logger.info('[神經網路] [步驟 3/5&#...]
    n20[decision_logits = self.decision_core.f...]
    n21[logger.info('   決策邏輯值範圍: [%.2f, %.2f&...]
    n22[logger.info('[計算] [步驟 4/5&#93...]
    n23[(_, confidence) = self.anti_hallucinat...]
    n24[logger.info('   信心度: %.2f%%',...]
    n25[logger.info('   已停用信心度檢查,所有決策都會執行&&#3...]
    n26[logger.info('[調整] [步驟 5/5&#93...]
    n27[chosen_tool_index = int(np.argmax(decisi...]
    n28[chosen_tool = self.tools[chosen_to...]
    n29[chosen_tool_name = chosen_tool['name&...]
    n30[tool_confidence = float(decision_logit...]
    n31[logger.info('   選擇工具: %s', ch...]
    n32[logger.info('   工具描述: %s', ch...]
    n33[logger.info('   選擇信心度: %.2f%%&#39...]
    n34[tool_instance = self.tool_instances....]
    n35{if tool_instance}
    n36[logger.info('   正在執行工具...')]
    n37[tool_result = tool_instance.execut...]
    n38[logger.info('   工具執行完成: %s', ...]
    n39[tool_result = {'status': &am...]
    n40[logger.error('工具未實作: %s', cho...]
    n41[]
    n42[response = {'status': &&...]
    n43[self.history.append(response)]
    n44[logger.info('%s', &#3...]
    n45[logger.info('[已] 任務完成!&#3...]
    n46[logger.info('%s', &#3...]
    n47[return response]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n39
    n36 --> n37
    n37 --> n38
    n38 --> n41
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 --> n44
    n44 --> n45
    n45 --> n46
    n46 --> n47
    n47 --> n2
109. core aiva core ai engine knowledge base Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化知識庫.\n\n Args:\n codeba...] n4[self.codebase_path = Path(codebase_path)] n5[self.chunks: list[dict[str, Any]] = [...] n6[self.index: dict[str, list[int]] = {...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化知識庫.\n\n        Args:\n            codeba...]
    n4[self.codebase_path = Path(codebase_path)]
    n5[self.chunks: list[dict[str, Any]] = [...]
    n6[self.index: dict[str, list[int]] = {...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
110. core aiva core ai engine knowledge base Function add chunk
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加程式碼片段到知識庫.\n\n Args:\n f...] n4[chunk_id = len(self.chunks)] n5[chunk = {'id': chunk_id, &am...] n6[self.chunks.append(chunk)] n7[keywords = self._extract_keywor...] n8{for keyword in keywords} n9{if keyword not in self.index} n10[self.index[keyword] = []] n11[] n12[self.index[keyword].append(chunk_id)] n13[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n13 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n8 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加程式碼片段到知識庫.\n\n        Args:\n            f...]
    n4[chunk_id = len(self.chunks)]
    n5[chunk = {'id': chunk_id, &am...]
    n6[self.chunks.append(chunk)]
    n7[keywords = self._extract_keywor...]
    n8{for keyword in keywords}
    n9{if keyword not in self.index}
    n10[self.index[keyword] = []]
    n11[]
    n12[self.index[keyword].append(chunk_id)]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n13
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n8
    n13 --> n2
111. core aiva core ai engine knowledge base Function extract keywords
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從內容中提取關鍵字.\n\n Args:\n con...] n4[keywords = set()] n5[keywords.add(node_name.lower())] n6[common_keywords = ['def', &am...] n7{for keyword in common_keywords} n8{if keyword in content.lower()} n9[keywords.add(keyword)] n10[] n11[] n12[return keywords] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從內容中提取關鍵字.\n\n        Args:\n            con...]
    n4[keywords = set()]
    n5[keywords.add(node_name.lower())]
    n6[common_keywords = ['def', &am...]
    n7{for keyword in common_keywords}
    n8{if keyword in content.lower()}
    n9[keywords.add(keyword)]
    n10[]
    n11[]
    n12[return keywords]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 --> n2
112. core aiva core ai engine knowledge base Function index file
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['索引單個檔案.\n\n Args:\n file_p...] n4[try] n5[tree = ast.parse(content)] n6{for node in ast.walk(tree)} n7{if isinstance(node, ast.Functi...} n8[chunk_content = ast.get_source_segme...] n9{if chunk_content} n10[self._add_chunk(file_path=str(file_path.relative_...] n11[] n12[] n13[] n14[] n15[except SyntaxError] n16[self._add_chunk(file_path=str(file_path.relative_...] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n15 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n6 n13 --> n14 n14 --> n2 n15 --> n16 n16 --> n14 
flowchart TB
    n1([開始])
    n2([結束])
    n3['索引單個檔案.\n\n        Args:\n            file_p...]
    n4[try]
    n5[tree = ast.parse(content)]
    n6{for node in ast.walk(tree)}
    n7{if isinstance(node, ast.Functi...}
    n8[chunk_content = ast.get_source_segme...]
    n9{if chunk_content}
    n10[self._add_chunk(file_path=str(file_path.relative_...]
    n11[]
    n12[]
    n13[]
    n14[]
    n15[except SyntaxError]
    n16[self._add_chunk(file_path=str(file_path.relative_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n15
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 --> n2
    n15 --> n16
    n16 --> n14
113. core aiva core ai engine knowledge base Function get chunk count
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取程式碼片段總數.\n\n Returns:\n ...] n4[return len(self.chunks)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取程式碼片段總數.\n\n        Returns:\n            ...]
    n4[return len(self.chunks)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
114. core aiva core ai engine knowledge base Function get file content
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取完整檔案內容.\n\n Args:\n file...] n4[try] n5[full_path = self.codebase_path /...] n6[return full_path.read_text(encoding='...] n7[] n8[except Exception] n9[logger.error(f'無法讀取檔案 {file_path ...] n10[return None] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n8 n5 --> n6 n6 --> n7 n7 --> n2 n8 --> n9 n9 --> n10 n10 --> n7 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取完整檔案內容.\n\n        Args:\n            file...]
    n4[try]
    n5[full_path = self.codebase_path /...]
    n6[return full_path.read_text(encoding='...]
    n7[]
    n8[except Exception]
    n9[logger.error(f'無法讀取檔案 {file_path&#12...]
    n10[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n8
    n5 --> n6
    n6 --> n7
    n7 --> n2
    n8 --> n9
    n9 --> n10
    n10 --> n7
115. core aiva core ai engine knowledge base Function index codebase
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['索引整個程式碼庫.'] n4[logger.info(f'正在索引程式碼庫: {self.codeba...] n5[exclude_dirs = {'__pycache__&#39...] n6{for py_file in self.codebase_pat...} n7{if any((excluded in py_file.pa...} n8[continue] n9[] n10[try] n11[content = py_file.read_text(en...] n12[self._index_file(py_file, content)] n13[] n14[except Exception] n15[logger.warning(f' 跳過檔案 {py_file ...] n16[] n17[logger.info(f'索引完成,共 {len(self.c...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n16 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n10 --> n14 n11 --> n12 n12 --> n13 n13 --> n6 n14 --> n15 n15 --> n13 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['索引整個程式碼庫.']
    n4[logger.info(f'正在索引程式碼庫: {self.codeba...]
    n5[exclude_dirs = {'__pycache__&#39...]
    n6{for py_file in self.codebase_pat...}
    n7{if any((excluded in py_file.pa...}
    n8[continue]
    n9[]
    n10[try]
    n11[content = py_file.read_text(en...]
    n12[self._index_file(py_file, content)]
    n13[]
    n14[except Exception]
    n15[logger.warning(f'  跳過檔案 {py_file&#12...]
    n16[]
    n17[logger.info(f'索引完成,共 {len(self.c...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n16
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n10 --> n14
    n11 --> n12
    n12 --> n13
    n13 --> n6
    n14 --> n15
    n15 --> n13
    n16 --> n17
    n17 --> n2
116. core aiva core ai engine knowledge base Function search
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢索相關的程式碼片段.\n\n Args:\n qu...] n4[query_keywords = query.lower().split(...] n5[scores: dict[int, int] = {}] n6{for keyword in query_keywords} n7{if keyword in self.index} n8{for chunk_id in self.index[keyword]} n9[scores[chunk_id] = scores.get(chunk_id,...] n10[] n11[] n12[] n13[sorted_chunks = sorted(scores.items(...] n14[results = []] n15{for (chunk_id, score) in sorted_chunks[:to...} n16[chunk = self.chunks[chunk_id...] n17[results.append({'path': ...] n18[] n19[return results] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n12 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n6 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n15 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢索相關的程式碼片段.\n\n        Args:\n            qu...]
    n4[query_keywords = query.lower().split(...]
    n5[scores: dict[int, int] = {}]
    n6{for keyword in query_keywords}
    n7{if keyword in self.index}
    n8{for chunk_id in self.index[keyword]}
    n9[scores[chunk_id] = scores.get(chunk_id,...]
    n10[]
    n11[]
    n12[]
    n13[sorted_chunks = sorted(scores.items(...]
    n14[results = []]
    n15{for (chunk_id, score) in sorted_chunks[:to...}
    n16[chunk = self.chunks[chunk_id...]
    n17[results.append({'path': ...]
    n18[]
    n19[return results]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n12
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n6
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n15
    n18 --> n19
    n19 --> n2
117. core aiva core ai engine tools Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化漏洞檢測器.'] n4[super().__init__(name='Vulnerabil...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化漏洞檢測器.']
    n4[super().__init__(name='Vulnerabil...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
118. core aiva core ai engine tools Function calculate complexity
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算循環複雜度.\n\n Args:\n tree:...] n4[import ast] n5[complexity = 1] n6{for node in ast.walk(tree)} n7{if isinstance(node, ast.If | a...} n8[complexity += 1] n9{if isinstance(node, ast.BoolOp)} n10[complexity += len(node.values) - 1] n11[] n12[] n13[] n14[return complexity] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n6 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算循環複雜度.\n\n        Args:\n            tree:...]
    n4[import ast]
    n5[complexity = 1]
    n6{for node in ast.walk(tree)}
    n7{if isinstance(node, ast.If | a...}
    n8[complexity += 1]
    n9{if isinstance(node, ast.BoolOp)}
    n10[complexity += len(node.values) - 1]
    n11[]
    n12[]
    n13[]
    n14[return complexity]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 --> n2
119. core aiva core ai engine tools Function check docstrings
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查是否有文檔字串.\n\n Args:\n tre...] n4[import ast] n5{for node in ast.walk(tree)} n6{if isinstance(node, ast.Functi...} n7[docstring = ast.get_docstring(no...] n8{if docstring} n9[return True] n10[] n11[] n12[] n13[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查是否有文檔字串.\n\n        Args:\n            tre...]
    n4[import ast]
    n5{for node in ast.walk(tree)}
    n6{if isinstance(node, ast.Functi...}
    n7[docstring = ast.get_docstring(no...]
    n8{if docstring}
    n9[return True]
    n10[]
    n11[]
    n12[]
    n13[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
120. core aiva core ai engine tools Function check type hints
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查是否使用類型提示.\n\n Args:\n tr...] n4[import ast] n5{for node in ast.walk(tree)} n6{if isinstance(node, ast.Functi...} n7{if node.args.args} n8{for arg in node.args.args} n9{if arg.annotation is not None} n10[return True] n11[] n12[] n13[] n14{if node.returns is not None} n15[return True] n16[] n17[] n18[] n19[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n18 n6 -->|Yes| n7 n6 -->|No| n17 n7 -->|Yes| n8 n7 -->|No| n13 n8 -->|Yes| n9 n8 -->|No| n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n8 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n5 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查是否使用類型提示.\n\n        Args:\n            tr...]
    n4[import ast]
    n5{for node in ast.walk(tree)}
    n6{if isinstance(node, ast.Functi...}
    n7{if node.args.args}
    n8{for arg in node.args.args}
    n9{if arg.annotation is not None}
    n10[return True]
    n11[]
    n12[]
    n13[]
    n14{if node.returns is not None}
    n15[return True]
    n16[]
    n17[]
    n18[]
    n19[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n18
    n6 -->|Yes| n7
    n6 -->|No| n17
    n7 -->|Yes| n8
    n7 -->|No| n13
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n5
    n18 --> n19
    n19 --> n2
121. core aiva core ai engine tools Function execute
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行漏洞檢測.\n\n Args:\n **kwar...] n4[vuln_type = kwargs.get('vuln_typ...] n5[target = kwargs.get('target',...] n6{if not vuln_type} n7[return {'status': &#...] n8[] n9{if not target} n10[return {'status': &#...] n11[] n12[return {'status': &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行漏洞檢測.\n\n        Args:\n            **kwar...]
    n4[vuln_type = kwargs.get('vuln_typ...]
    n5[target = kwargs.get('target',...]
    n6{if not vuln_type}
    n7[return {'status': &#...]
    n8[]
    n9{if not target}
    n10[return {'status': &#...]
    n11[]
    n12[return {'status': &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
122. core aiva core ai engine training data loader Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化數據加載器\n\n Args:\n exper...] n4[self.repository = experience_repositor...] n5[logger.info('ExperienceDataLoader initial...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化數據加載器\n\n        Args:\n            exper...]
    n4[self.repository = experience_repositor...]
    n5[logger.info('ExperienceDataLoader initial...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
123. core aiva core ai engine training data loader Function extract features
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從經驗記錄提取特徵向量\n\n Args:\n ex...] n4[features = []] n5[ast_graph = experience.ast_graph] n6[features.append(len(ast_graph.get(&#3...] n7[features.append(len(ast_graph.get(&#3...] n8[metrics = experience.metrics_d...] n9[features.append(metrics.get('completi...] n10[features.append(metrics.get('sequence...] n11[features.append(metrics.get('success_...] n12[features.append(1.0 - metrics.get('er...] n13[attack_type_map = {'sqli': 0...] n14[attack_type_idx = attack_type_map.get(...] n15{for i in range(len(attack_...} n16[features.append(1.0 if i == attack_type_idx else 0...] n17[] n18[target_size = 1024] n19[current_size = len(features)] n20{if current_size < target_size} n21[features.extend([0.0] * (target_size - cu...] n22[features = features[:target_siz...] n23[] n24[return np.array(features, dtype=np.fl...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n15 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n23 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從經驗記錄提取特徵向量\n\n        Args:\n            ex...]
    n4[features = []]
    n5[ast_graph = experience.ast_graph]
    n6[features.append(len(ast_graph.get(&#3...]
    n7[features.append(len(ast_graph.get(&#3...]
    n8[metrics = experience.metrics_d...]
    n9[features.append(metrics.get('completi...]
    n10[features.append(metrics.get('sequence...]
    n11[features.append(metrics.get('success_...]
    n12[features.append(1.0 - metrics.get('er...]
    n13[attack_type_map = {'sqli': 0...]
    n14[attack_type_idx = attack_type_map.get(...]
    n15{for i in range(len(attack_...}
    n16[features.append(1.0 if i == attack_type_idx else 0...]
    n17[]
    n18[target_size = 1024]
    n19[current_size = len(features)]
    n20{if current_size < target_size}
    n21[features.extend([0.0] * (target_size - cu...]
    n22[features = features[:target_siz...]
    n23[]
    n24[return np.array(features, dtype=np.fl...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n15
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n23
    n22 --> n23
    n23 --> n24
    n24 --> n2
124. core aiva core ai engine training data loader Function prepare training data
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['準備訓練數據\n\n Args:\n experie...] n4[features = []] n5[labels = []] n6{for exp in experiences} n7[feature_vector = self._extract_featur...] n8[features.append(feature_vector)] n9[labels.append(exp.overall_score)] n10[] n11[X = np.array(features)] n12[y = np.array(labels)] n13[return (X, y)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n10 n7 --> n8 n8 --> n9 n9 --> n6 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['準備訓練數據\n\n        Args:\n            experie...]
    n4[features = []]
    n5[labels = []]
    n6{for exp in experiences}
    n7[feature_vector = self._extract_featur...]
    n8[features.append(feature_vector)]
    n9[labels.append(exp.overall_score)]
    n10[]
    n11[X = np.array(features)]
    n12[y = np.array(labels)]
    n13[return (X, y)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 --> n8
    n8 --> n9
    n9 --> n6
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
125. core aiva core ai engine training data loader Function create validation split
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建驗證集分割\n\n Args:\n X: 特徵矩...] n4[n_samples = len(X)] n5[n_val = int(n_samples * val_...] n6[indices = np.random.permutatio...] n7[val_indices = indices[:n_val]] n8[train_indices = indices[n_val:]] n9[(X_train, y_train) = (X[train_indices]...] n10[(X_val, y_val) = (X[val_indices], y&#...] n11[logger.info(f'Created train/val split: &#...] n12[return (X_train, y_train, X_val, y_va...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建驗證集分割\n\n        Args:\n            X: 特徵矩...]
    n4[n_samples = len(X)]
    n5[n_val = int(n_samples * val_...]
    n6[indices = np.random.permutatio...]
    n7[val_indices = indices[:n_val]]
    n8[train_indices = indices[n_val:]]
    n9[(X_train, y_train) = (X[train_indices&#93...]
    n10[(X_val, y_val) = (X[val_indices], y&#...]
    n11[logger.info(f'Created train/val split: &#...]
    n12[return (X_train, y_train, X_val, y_va...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
126. core aiva core ai engine training data loader Function load dataset samples
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從特定資料集加載樣本\n\n Args:\n dat...] n4[samples = self.repository.get_...] n5{if not samples} n6[logger.warning(f'No samples found in data...] n7[return (np.array([]), np.array(&#...] n8[] n9[experiences = [exp_record for _, e...] n10[(X, y) = self._prepare_traini...] n11{if shuffle} n12[indices = np.random.permutatio...] n13[X = X[indices]] n14[y = y[indices]] n15[] n16[logger.info(f'Loaded {len(X)...] n17[return (X, y)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n15 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從特定資料集加載樣本\n\n        Args:\n            dat...]
    n4[samples = self.repository.get_...]
    n5{if not samples}
    n6[logger.warning(f'No samples found in data...]
    n7[return (np.array([]), np.array(&#...]
    n8[]
    n9[experiences = [exp_record for _, e...]
    n10[(X, y) = self._prepare_traini...]
    n11{if shuffle}
    n12[indices = np.random.permutatio...]
    n13[X = X[indices]]
    n14[y = y[indices]]
    n15[]
    n16[logger.info(f'Loaded {len(X)...]
    n17[return (X, y)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
127. core aiva core ai engine training data loader Function load training batch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['加載訓練批次\n\n Args:\n attack_...] n4[experiences = self.repository.quer...] n5{if not experiences} n6[logger.warning('No experiences found for ...] n7[return (np.array([]), np.array(&#...] n8[] n9[(X, y) = self._prepare_traini...] n10[logger.info(f'Loaded training batch: ...] n11[return (X, y)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['加載訓練批次\n\n        Args:\n            attack_...]
    n4[experiences = self.repository.quer...]
    n5{if not experiences}
    n6[logger.warning('No experiences found for ...]
    n7[return (np.array([]), np.array(&#...]
    n8[]
    n9[(X, y) = self._prepare_traini...]
    n10[logger.info(f'Loaded training batch: &#12...]
    n11[return (X, y)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
128. core aiva core ai engine training model updater Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化更新器\n\n Args:\n model: ...] n4[self.model = model] n5[self.repository = experience_repositor...] n6[self.data_loader = ExperienceDataLoader...] n7[self.model_save_path = Path(model_save_path...] n8[self.model_save_path.mkdir(parents=True, exist_ok=...] n9[logger.info(f'ModelUpdater initialized, s...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化更新器\n\n        Args:\n            model: ...]
    n4[self.model = model]
    n5[self.repository = experience_repositor...]
    n6[self.data_loader = ExperienceDataLoader...]
    n7[self.model_save_path = Path(model_save_path...]
    n8[self.model_save_path.mkdir(parents=True, exist_ok=...]
    n9[logger.info(f'ModelUpdater initialized, s...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
129. core aiva core ai engine training model updater Function save model
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存模型\n\n Returns:\n 模型保存路徑...] n4[from datetime import datetime] n5[timestamp = datetime.now().strft...] n6[filename = f'scalable_bionet_{t...] n7[filepath = self.model_save_path...] n8[model_state = {'fc1': self.m...] n9[with open(file...] n10[pickle.dump(model_state, f)] n11[logger.info(f'Model saved to {filepa...] n12[return filepath] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存模型\n\n        Returns:\n            模型保存路徑...]
    n4[from datetime import datetime]
    n5[timestamp = datetime.now().strft...]
    n6[filename = f'scalable_bionet_{t...]
    n7[filepath = self.model_save_path...]
    n8[model_state = {'fc1': self.m...]
    n9[with open(file...]
    n10[pickle.dump(model_state, f)]
    n11[logger.info(f'Model saved to {filepa...]
    n12[return filepath]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
130. core aiva core ai engine training model updater Function load model
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['加載模型\n\n Args:\n model_pat...] n4[with open(mode...] n5[model_state = pickle.load(f)] n6[self.model.fc1 = model_state['fc1&...] n7[self.model.fc2 = model_state['fc2&...] n8[self.model.spiking1.weights = model_state[&#3...] n9[logger.info(f'Model loaded from {mod...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['加載模型\n\n        Args:\n            model_pat...]
    n4[with open(mode...]
    n5[model_state = pickle.load(f)]
    n6[self.model.fc1 = model_state['fc1&&#3...]
    n7[self.model.fc2 = model_state['fc2&&#3...]
    n8[self.model.spiking1.weights = model_state[&#3...]
    n9[logger.info(f'Model loaded from {mod...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
131. core aiva core ai engine training model updater Function schedule periodic update
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['排程定期更新 (TODO: 需要與排程系統整合)\n\n ...] n4[logger.info(f'Scheduling periodic updates...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['排程定期更新 (TODO: 需要與排程系統整合)\n\n        ...]
    n4[logger.info(f'Scheduling periodic updates...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
132. core aiva core ai engine training model updater Function update from dataset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從特定資料集更新模型\n\n Args:\n dat...] n4[logger.info(f'Starting model update from ...] n5[(X, y) = self.data_loader.loa...] n6{if len(X) == 0} n7[logger.warning(f'No samples in dataset &#...] n8[return {'status': &#...] n9[] n10[(X_train, y_train, X_val, y_val) = self.data_load...] n11[trainer = ModelTrainer(self.mo...] n12[training_results = trainer.train(X_trai...] n13[model_path = self._save_model()] n14[training_history = self.repository.save...] n15[self.repository.update_training_history(training_i...] n16[logger.info(f'Model update from dataset &...] n17[return {'status': &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從特定資料集更新模型\n\n        Args:\n            dat...]
    n4[logger.info(f'Starting model update from ...]
    n5[(X, y) = self.data_loader.loa...]
    n6{if len(X) == 0}
    n7[logger.warning(f'No samples in dataset &#...]
    n8[return {'status': &#...]
    n9[]
    n10[(X_train, y_train, X_val, y_val) = self.data_load...]
    n11[trainer = ModelTrainer(self.mo...]
    n12[training_results = trainer.train(X_trai...]
    n13[model_path = self._save_model()]
    n14[training_history = self.repository.save...]
    n15[self.repository.update_training_history(training_i...]
    n16[logger.info(f'Model update from dataset &...]
    n17[return {'status': &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
133. core aiva core ai engine training model updater Function update from recent experiences
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從最近的經驗更新模型\n\n Args:\n min...] n4[logger.info(f'Starting model update from ...] n5[(X, y) = self.data_loader.loa...] n6{if len(X) == 0} n7[logger.warning('No training data availabl...] n8[return {'status': &#...] n9[] n10[(X_train, y_train, X_val, y_val) = self.data_load...] n11[trainer = ModelTrainer(self.mo...] n12[training_results = trainer.train(X_trai...] n13[model_path = self._save_model()] n14[training_history = self.repository.save...] n15[self.repository.update_training_history(training_i...] n16[logger.info(f"Model update completed: loss=&...] n17[return {'status': &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從最近的經驗更新模型\n\n        Args:\n            min...]
    n4[logger.info(f'Starting model update from ...]
    n5[(X, y) = self.data_loader.loa...]
    n6{if len(X) == 0}
    n7[logger.warning('No training data availabl...]
    n8[return {'status': &#...]
    n9[]
    n10[(X_train, y_train, X_val, y_val) = self.data_load...]
    n11[trainer = ModelTrainer(self.mo...]
    n12[training_results = trainer.train(X_trai...]
    n13[model_path = self._save_model()]
    n14[training_history = self.repository.save...]
    n15[self.repository.update_training_history(training_i...]
    n16[logger.info(f"Model update completed: loss=&...]
    n17[return {'status': &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
134. core aiva core ai engine training trainer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化訓練器\n\n Args:\n model: ...] n4[self.model = model] n5[self.config = config or TrainingCo...] n6[self.training_history: dict[str, list[float]&...] n7[logger.info('ModelTrainer initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化訓練器\n\n        Args:\n            model: ...]
    n4[self.model = model]
    n5[self.config = config or TrainingCo...]
    n6[self.training_history: dict[str, list[float]&...]
    n7[logger.info('ModelTrainer initialized&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
135. core aiva core ai engine training trainer Function backward batch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['批次反向傳播 (簡化版)\n\n Args:\n ...] n4[lr = self.config.learning...] n5[error = predictions - y] n6{for i in range(min(len(X),...} n7{if i < len(error)} n8[gradient = error[i] * X[i][:sel...] n9[self.model.fc1 -= lr * np.outer(gradient, np.ones(...] n10[] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n6 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['批次反向傳播 (簡化版)\n\n        Args:\n     ...]
    n4[lr = self.config.learning...]
    n5[error = predictions - y]
    n6{for i in range(min(len(X),...}
    n7{if i < len(error)}
    n8[gradient = error[i] * X[i][:sel...]
    n9[self.model.fc1 -= lr * np.outer(gradient, np.ones&#40...]
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n6
    n11 --> n2
136. core aiva core ai engine training trainer Function forward batch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['批次前向傳播\n\n Args:\n X: 輸入批次...] n4[predictions = []] n5{for x in X} n6[pred = self.model.forward(x...] n7[predictions.append(np.max(pred))] n8[] n9[return np.array(predictions)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['批次前向傳播\n\n        Args:\n            X: 輸入批次...]
    n4[predictions = []]
    n5{for x in X}
    n6[pred = self.model.forward(x...]
    n7[predictions.append(np.max(pred))]
    n8[]
    n9[return np.array(predictions)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
137. core aiva core ai engine training trainer Function train epoch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['訓練一個 epoch\n\n Args:\n X: ...] n4[n_samples = len(X)] n5[batch_size = self.config.batch_si...] n6[total_loss = 0.0] n7[correct = 0] n8{for i in range(0, n_sample...} n9[batch_X = X[i:i + batch_size]] n10[batch_y = y[i:i + batch_size]] n11[predictions = self._forward_batch(...] n12[loss = np.mean((predictions...] n13[total_loss += loss] n14[correct += np.sum(np.abs(predictions - batch_y...] n15[self._backward_batch(batch_X, batch_y, predictions...] n16[] n17[avg_loss = total_loss / (n_samp...] n18[accuracy = correct / n_samples] n19[return (avg_loss, accuracy)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n16 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n8 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['訓練一個 epoch\n\n        Args:\n            X: ...]
    n4[n_samples = len(X)]
    n5[batch_size = self.config.batch_si...]
    n6[total_loss = 0.0]
    n7[correct = 0]
    n8{for i in range(0, n_sample...}
    n9[batch_X = X[i:i + batch_size]]
    n10[batch_y = y[i:i + batch_size]]
    n11[predictions = self._forward_batch(...]
    n12[loss = np.mean((predictions...]
    n13[total_loss += loss]
    n14[correct += np.sum(np.abs(predictions - batch_y&#4...]
    n15[self._backward_batch(batch_X, batch_y, predictions...]
    n16[]
    n17[avg_loss = total_loss / (n_samp...]
    n18[accuracy = correct / n_samples]
    n19[return (avg_loss, accuracy)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n16
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n8
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
138. core aiva core ai engine training trainer Function validate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證模型\n\n Args:\n X: 驗證特徵\n...] n4[predictions = self._forward_batch(...] n5[loss = np.mean((predictions...] n6[accuracy = np.sum(np.abs(predic...] n7[return (loss, accuracy)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證模型\n\n        Args:\n            X: 驗證特徵\n...]
    n4[predictions = self._forward_batch(...]
    n5[loss = np.mean((predictions...]
    n6[accuracy = np.sum(np.abs(predic...]
    n7[return (loss, accuracy)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
139. core aiva core ai engine training trainer Function get training summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取訓練摘要\n\n Returns:\n 訓練摘要...] n4[return {'config': {&...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取訓練摘要\n\n        Returns:\n            訓練摘要...]
    n4[return {'config': {&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
140. core aiva core ai engine training trainer Function train
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['訓練模型\n\n Args:\n X_train: ...] n4[logger.info(f'Starting training: {le...] n5[best_val_loss = float('inf')] n6[patience_counter = 0] n7{for epoch in range(self.config...} n8[(train_loss, train_acc) = self._train_epoch(X...] n9[self.training_history['loss'&...] n10[self.training_history['accuracy&#...] n11{if X_val is not None and y_val...} n12[(val_loss, val_acc) = self._validate(X_val...] n13[self.training_history['val_loss&#...] n14[self.training_history['val_accuracy&&...] n15{if val_loss < best_val_loss - ...} n16[best_val_loss = val_loss] n17[patience_counter = 0] n18[patience_counter += 1] n19[] n20[logger.info(f'Epoch {epoch + 1}...] n21{if patience_counter >= self.co...} n22[logger.info(f'Early stopping at epoch ...] n23[break] n24[] n25[logger.info(f'Epoch {epoch + 1}...] n26[] n27[] n28[final_metrics = {'final_loss&#39...] n29[logger.info(f"Training completed: final_loss...] n30[return final_metrics] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n27 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n25 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n19 n18 --> n19 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n24 n22 --> n23 n23 --> n24 n24 --> n26 n25 --> n26 n26 --> n7 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['訓練模型\n\n        Args:\n            X_train: ...]
    n4[logger.info(f'Starting training: {le...]
    n5[best_val_loss = float('inf')]
    n6[patience_counter = 0]
    n7{for epoch in range(self.config...}
    n8[(train_loss, train_acc) = self._train_epoch(X...]
    n9[self.training_history['loss'&...]
    n10[self.training_history['accuracy&#...]
    n11{if X_val is not None and y_val...}
    n12[(val_loss, val_acc) = self._validate(X_val...]
    n13[self.training_history['val_loss&#...]
    n14[self.training_history['val_accuracy&&...]
    n15{if val_loss < best_val_loss - ...}
    n16[best_val_loss = val_loss]
    n17[patience_counter = 0]
    n18[patience_counter += 1]
    n19[]
    n20[logger.info(f'Epoch {epoch + 1}...]
    n21{if patience_counter >= self.co...}
    n22[logger.info(f'Early stopping at epoch &#1...]
    n23[break]
    n24[]
    n25[logger.info(f'Epoch {epoch + 1}...]
    n26[]
    n27[]
    n28[final_metrics = {'final_loss&#39...]
    n29[logger.info(f"Training completed: final_loss...]
    n30[return final_metrics]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n27
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n25
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n19
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n24
    n22 --> n23
    n23 --> n24
    n24 --> n26
    n25 --> n26
    n26 --> n7
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n2
141. core aiva core ai integration test Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化測試器\n\n Args:\n ...] n4[self.aiva_root = Path(aiva_root)] n5[self.test_results: list[TestResult] = []] n6[self.bio_agent = BioNeuronRAGAgent(st...] n7[self.unified_controller = UnifiedAIController(...] n8[self.nlg_generator = AIVANaturalLanguageG...] n9[self.multilang_coordinator = MultiLanguageAICoord...] n10[print('🚀 AI 整合測試器初始化完成')] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化測試器\n\n        Args:\n         ...]
    n4[self.aiva_root = Path(aiva_root)]
    n5[self.test_results: list[TestResult] = []]
    n6[self.bio_agent = BioNeuronRAGAgent(st...]
    n7[self.unified_controller = UnifiedAIController(...]
    n8[self.nlg_generator = AIVANaturalLanguageG...]
    n9[self.multilang_coordinator = MultiLanguageAICoord...]
    n10[print('🚀 AI 整合測試器初始化完成')]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
142. core aiva core ai integration test Function generate recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據失敗的測試生成建議\n\n Args:\n ...] n4[recommendations = []] n5{if not failed_tests} n6[recommendations.append('🎉 所有測試都通過了！AI 整合系...] n7[return recommendations] n8[] n9{for test in failed_tests} n10{if '初始化' in test.test_name} n11[recommendations.append('🔧 建議檢查各 AI 組件的初始化...] n12{if '協調' in test.test_name} n13[recommendations.append('⚙️ 建議優化統一控制器的任務分配...] n14{if '自然語言' in test.test_name} n15[recommendations.append('📝 建議檢查 NLG 系統的模板配...] n16{if '多語言' in test.test_name} n17[recommendations.append('🌐 建議檢查多語言協調器的語言模組...] n18{if '衝突' in test.test_name} n19[recommendations.append('⚠️ 建議增強 AI 衝突檢測和去...] n20{if '端到端' in test.test_name} n21[recommendations.append('🔄 建議檢查整個 AI 處理流程的...] n22{if '效能' in test.test_name} n23[recommendations.append('⚡ 建議優化系統效能和並發處理能力...] n24{if '錯誤恢復' in test.test_name} n25[recommendations.append('🛡️ 建議增強錯誤處理和恢復機制。...] n26[] n27[] n28[] n29[] n30[] n31[] n32[] n33[] n34[] n35[return list(set(recommendations))] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n34 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n33 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n32 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n31 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n30 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n29 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n28 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n27 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n9 n34 --> n35 n35 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據失敗的測試生成建議\n\n        Args:\n    ...]
    n4[recommendations = []]
    n5{if not failed_tests}
    n6[recommendations.append('🎉 所有測試都通過了！AI 整合系...]
    n7[return recommendations]
    n8[]
    n9{for test in failed_tests}
    n10{if '初始化' in test.test_name}
    n11[recommendations.append('🔧 建議檢查各 AI 組件的初始化...]
    n12{if '協調' in test.test_name}
    n13[recommendations.append('⚙️ 建議優化統一控制器的任務分配...]
    n14{if '自然語言' in test.test_name}
    n15[recommendations.append('📝 建議檢查 NLG 系統的模板配...]
    n16{if '多語言' in test.test_name}
    n17[recommendations.append('🌐 建議檢查多語言協調器的語言模組...]
    n18{if '衝突' in test.test_name}
    n19[recommendations.append('⚠️ 建議增強 AI 衝突檢測和去...]
    n20{if '端到端' in test.test_name}
    n21[recommendations.append('🔄 建議檢查整個 AI 處理流程的...]
    n22{if '效能' in test.test_name}
    n23[recommendations.append('⚡ 建議優化系統效能和並發處理能力...]
    n24{if '錯誤恢復' in test.test_name}
    n25[recommendations.append('🛡️ 建議增強錯誤處理和恢復機制。...]
    n26[]
    n27[]
    n28[]
    n29[]
    n30[]
    n31[]
    n32[]
    n33[]
    n34[]
    n35[return list(set(recommendations))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n34
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n33
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n32
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n31
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n30
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n29
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n28
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n27
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n9
    n34 --> n35
    n35 --> n2
143. core aiva core ai integration test Function generate test report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成測試報告\n\n Args:\n ...] n4[successful_tests = [r for r in self.tes...] n5[failed_tests = [r for r in self.tes...] n6[report = {'summary': {&...] n7[return report] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成測試報告\n\n        Args:\n         ...]
    n4[successful_tests = [r for r in self.tes...]
    n5[failed_tests = [r for r in self.tes...]
    n6[report = {'summary': {&...]
    n7[return report]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
144. core aiva core ai model train classifier Function create database
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[os.makedirs(os.path.dirname(db_path), exist_o...] n4[conn = sqlite3.connect(db_p...] n5[cur = conn.cursor()] n6[cur.execute('\n CREATE TABLE IF NO...] n7[conn.commit()] n8[cur.execute('SELECT COUNT(*) FROM...] n9[count = cur.fetchone()[0]] n10{if count == 0} n11[samples = [("<script>alert...] n12[cur.executemany('INSERT INTO vulnerabilit...] n13[conn.commit()] n14[] n15[conn.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[os.makedirs(os.path.dirname(db_path), exist_o...]
    n4[conn = sqlite3.connect(db_p...]
    n5[cur = conn.cursor()]
    n6[cur.execute('\n        CREATE TABLE IF NO...]
    n7[conn.commit()]
    n8[cur.execute('SELECT COUNT(*) FROM...]
    n9[count = cur.fetchone()[0]]
    n10{if count == 0}
    n11[samples = [("<script>alert...]
    n12[cur.executemany('INSERT INTO vulnerabilit...]
    n13[conn.commit()]
    n14[]
    n15[conn.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
145. core aiva core ai model train classifier Function load data
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[conn = sqlite3.connect(db_p...] n4[cur = conn.cursor()] n5[cur.execute('SELECT text, label FROM vuln...] n6[records = cur.fetchall()] n7[conn.close()] n8[return ([row[0] for row in records], ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[conn = sqlite3.connect(db_p...]
    n4[cur = conn.cursor()]
    n5[cur.execute('SELECT text, label FROM vuln...]
    n6[records = cur.fetchall()]
    n7[conn.close()]
    n8[return ([row[0] for row in records], ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
146. core aiva core ai model train classifier Function train and save model
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[(texts, labels) = load_data(db_path)] n4{if not texts or not labels} n5[raise ValueError('Dataset is empty; pleas...] n6[] n7[vectorizer = TfidfVectorizer()] n8[X = vectorizer.fit_trans...] n9[y = labels] n10[(X_train, X_test, y_train, y_test) = train_test_s...] n11[classifier = LogisticRegression(m...] n12[classifier.fit(X_train, y_train)] n13[y_pred = classifier.predict(X...] n14[acc = accuracy_score(y_tes...] n15[print(f'Test accuracy: {acc:.2f}...] n16[print('Classification report:&#39...] n17[print(classification_report(y_test, y_pred))] n18[os.makedirs(os.path.dirname(model_path), exis...] n19[joblib.dump(classifier, model_path)] n20[joblib.dump(vectorizer, vectorizer_path)] n21[return acc] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[(texts, labels) = load_data(db_path)]
    n4{if not texts or not labels}
    n5[raise ValueError('Dataset is empty; pleas...]
    n6[]
    n7[vectorizer = TfidfVectorizer()]
    n8[X = vectorizer.fit_trans...]
    n9[y = labels]
    n10[(X_train, X_test, y_train, y_test) = train_test_s...]
    n11[classifier = LogisticRegression(m...]
    n12[classifier.fit(X_train, y_train)]
    n13[y_pred = classifier.predict(X...]
    n14[acc = accuracy_score(y_tes...]
    n15[print(f'Test accuracy: {acc:.2f&#125...]
    n16[print('Classification report:&#39...]
    n17[print(classification_report(y_test, y_pred))]
    n18[os.makedirs(os.path.dirname(model_path), exis...]
    n19[joblib.dump(classifier, model_path)]
    n20[joblib.dump(vectorizer, vectorizer_path)]
    n21[return acc]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
147. core aiva core ai ui schemas Function validate confidence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證信心度.'] n4{if not 0.0 <= v <= 1.0} n5[raise ValueError('Confidence must be betw...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證信心度.']
    n4{if not 0.0 <= v <= 1.0}
    n5[raise ValueError('Confidence must be betw...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
148. core aiva core ai ui schemas Function validate execution time
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證執行時間.'] n4{if v is not None and v < 0} n5[raise ValueError('Execution time cannot b...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證執行時間.']
    n4{if v is not None and v < 0}
    n5[raise ValueError('Execution time cannot b...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
149. core aiva core ai ui schemas Function validate path
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證路徑.'] n4{if not v.strip()} n5[raise ValueError('Path cannot be empty&am...] n6[] n7{if '..' in v or v.startswith(...} n8[raise ValueError('Invalid path: directory...] n9[] n10[return v.strip()] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證路徑.']
    n4{if not v.strip()}
    n5[raise ValueError('Path cannot be empty&am...]
    n6[]
    n7{if '..' in v or v.startswith(...}
    n8[raise ValueError('Invalid path: directory...]
    n9[]
    n10[return v.strip()]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
150. core aiva core ai ui schemas Function validate port
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證埠號.'] n4{if not 1024 <= v <= 65535} n5[raise ValueError('Port must be between 10...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證埠號.']
    n4{if not 1024 <= v <= 65535}
    n5[raise ValueError('Port must be between 10...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
151. core aiva core ai ui schemas Function validate query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證查詢字串.'] n4{if not v.strip()} n5[raise ValueError('Query cannot be empty&a...] n6[] n7[return v.strip()] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證查詢字串.']
    n4{if not v.strip()}
    n5[raise ValueError('Query cannot be empty&a...]
    n6[]
    n7[return v.strip()]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
152. core aiva core ai ui schemas Function validate score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證分數.'] n4{if v < 0} n5[raise ValueError('Score cannot be negativ...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證分數.']
    n4{if v < 0}
    n5[raise ValueError('Score cannot be negativ...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
153. core aiva core ai ui schemas Function validate target
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證目標.'] n4{if not v.strip()} n5[raise ValueError('Target cannot be empty&...] n6[] n7[return v.strip()] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證目標.']
    n4{if not v.strip()}
    n5[raise ValueError('Target cannot be empty&...]
    n6[]
    n7[return v.strip()]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
154. core aiva core ai ui schemas Function validate tool name
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證工具名稱.'] n4[valid_tools = {'CodeReader',...] n5{if v not in valid_tools} n6[raise ValueError(f'Invalid tool name: ...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證工具名稱.']
    n4[valid_tools = {'CodeReader',...]
    n5{if v not in valid_tools}
    n6[raise ValueError(f'Invalid tool name: &#1...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
155. core aiva core ai ui schemas Function validate url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 URL 格式.'] n4{if not v.startswith(('http://&...} n5[raise ValueError('URL must start with htt...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 URL 格式.']
    n4{if not v.startswith(('http://&&#3...}
    n5[raise ValueError('URL must start with htt...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
156. core aiva core analysis ast trace comparator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化對比分析器'] n4[logger.info('ASTTraceComparator initializ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化對比分析器']
    n4[logger.info('ASTTraceComparator initializ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
157. core aiva core analysis ast trace comparator Function calculate completion
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算完成情況\n\n Args:\n expecte...] n4[expected_actions = {step['action&...] n5[actual_actions = {step['action&&...] n6[completed = list(expected_action...] n7[missing = list(expected_action...] n8[return (completed, missing)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算完成情況\n\n        Args:\n            expecte...]
    n4[expected_actions = {step['action&amp...]
    n5[actual_actions = {step['action&&...]
    n6[completed = list(expected_action...]
    n7[missing = list(expected_action...]
    n8[return (completed, missing)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
158. core aiva core analysis ast trace comparator Function calculate overall score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算綜合評分\n\n Args:\n complet...] n4[score = 0.5 * completion_rat...] n5[return min(1.0, max(0.0, score))] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算綜合評分\n\n        Args:\n            complet...]
    n4[score = 0.5 * completion_rat...]
    n5[return min(1.0, max(0.0, score))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
159. core aiva core analysis ast trace comparator Function calculate sequence match
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算順序匹配率\n\n Args:\n expect...] n4{if not expected or not actual} n5[return (0.0, 0)] n6[] n7[expected_sequence = [s['action&&#...] n8[actual_sequence = [s['action&#...] n9[lcs_length = self._longest_common...] n10[match_rate = lcs_length / len(exp...] n11[out_of_order = len(expected_sequenc...] n12[return (match_rate, out_of_order)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算順序匹配率\n\n        Args:\n            expect...]
    n4{if not expected or not actual}
    n5[return (0.0, 0)]
    n6[]
    n7[expected_sequence = [s['action&&#...]
    n8[actual_sequence = [s['action&&#35...]
    n9[lcs_length = self._longest_common...]
    n10[match_rate = lcs_length / len(exp...]
    n11[out_of_order = len(expected_sequenc...]
    n12[return (match_rate, out_of_order)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
160. core aiva core analysis ast trace comparator Function calculate timing
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算時間指標\n\n Args:\n trace: ...] n4{if not trace.end_time} n5[return (None, None)] n6[] n7[duration = (trace.end_time - tr...] n8[task_starts = trace.get_entries_by...] n9[avg_duration = duration / len(task_...] n10[return (duration, avg_duration)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算時間指標\n\n        Args:\n            trace: ...]
    n4{if not trace.end_time}
    n5[return (None, None)]
    n6[]
    n7[duration = (trace.end_time - tr...]
    n8[task_starts = trace.get_entries_by...]
    n9[avg_duration = duration / len(task_...]
    n10[return (duration, avg_duration)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
161. core aiva core analysis ast trace comparator Function count success failure
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['統計成功和失敗的步驟\n\n Args:\n tra...] n4[task_ends = trace.get_entries_by...] n5[success_count = 0] n6[failed_count = 0] n7{for entry in task_ends} n8{if entry.content.get('success&#39...} n9[success_count += 1] n10[failed_count += 1] n11[] n12[] n13[return (success_count, failed_count)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['統計成功和失敗的步驟\n\n        Args:\n            tra...]
    n4[task_ends = trace.get_entries_by...]
    n5[success_count = 0]
    n6[failed_count = 0]
    n7{for entry in task_ends}
    n8{if entry.content.get('success&#39...}
    n9[success_count += 1]
    n10[failed_count += 1]
    n11[]
    n12[]
    n13[return (success_count, failed_count)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n2
162. core aiva core analysis ast trace comparator Function extract actual steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從 Trace 提取實際步驟\n\n Args:\n ...] n4[steps = []] n5[task_starts = trace.get_entries_by...] n6{for entry in task_starts} n7[steps.append({'task_id':...] n8[] n9[return steps] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從 Trace 提取實際步驟\n\n        Args:\n           ...]
    n4[steps = []]
    n5[task_starts = trace.get_entries_by...]
    n6{for entry in task_starts}
    n7[steps.append({'task_id':...]
    n8[]
    n9[return steps]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n9
    n9 --> n2
163. core aiva core analysis ast trace comparator Function extract expected steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從 AST 提取預期步驟\n\n Args:\n g...] n4[steps = []] n5{for node in graph.nodes.values()} n6{if node.node_type in (NodeType...} n7[continue] n8[] n9[steps.append({'node_id':...] n10[] n11[return steps] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從 AST 提取預期步驟\n\n        Args:\n            g...]
    n4[steps = []]
    n5{for node in graph.nodes.values()}
    n6{if node.node_type in (NodeType...}
    n7[continue]
    n8[]
    n9[steps.append({'node_id':...]
    n10[]
    n11[return steps]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
164. core aiva core analysis ast trace comparator Function find extra steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['找出額外的步驟\n\n Args:\n expect...] n4[expected_actions = {step['action&...] n5[actual_actions = {step['action&&...] n6[extra = list(actual_actions ...] n7[return extra] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['找出額外的步驟\n\n        Args:\n            expect...]
    n4[expected_actions = {step['action&amp...]
    n5[actual_actions = {step['action&&...]
    n6[extra = list(actual_actions ...]
    n7[return extra]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
165. core aiva core analysis ast trace comparator Function longest common subsequence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算最長公共子序列長度\n\n Args:\n se...] n4[(m, n) = (len(seq1), len(seq2...] n5[dp = [[0] * (n + 1) for _...] n6{for i in range(1, m + 1)} n7{for j in range(1, n + 1)} n8{if seq1[i - 1] == seq2[j - 1]} n9[dp[i][j] = dp[i - 1][j - 1 ...] n10[dp[i][j] = max(dp[i - 1][...] n11[] n12[] n13[] n14[return dp[m][n]] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n7 n12 --> n6 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算最長公共子序列長度\n\n        Args:\n            se...]
    n4[(m, n) = (len(seq1), len(seq2...]
    n5[dp = [[0] * (n + 1) for _...]
    n6{for i in range(1, m + 1)}
    n7{for j in range(1, n + 1)}
    n8{if seq1[i - 1] == seq2[j - 1]}
    n9[dp[i][j] = dp[i - 1][j - 1&#9...]
    n10[dp[i][j] = max(dp[i - 1][...]
    n11[]
    n12[]
    n13[]
    n14[return dp[m][n]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n7
    n12 --> n6
    n13 --> n14
    n14 --> n2
166. core aiva core analysis ast trace comparator Function compare
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['比較 AST 與 Trace\n\n Args:\n ...] n4[logger.info(f"Comparing AST graph &#...] n5[expected_steps = self._extract_expect...] n6[actual_steps = self._extract_actual...] n7[(completed, missing) = self._calculate_comp...] n8[completion_rate = len(completed) / len...] n9[(sequence_match_rate, out_of_order) = self._calcu...] n10[extra_steps = self._find_extra_ste...] n11[(success_count, failed_count) = self._count_succe...] n12[error_count = len(actual_trace.get...] n13[(duration, avg_duration) = self._calculate_timi...] n14[overall_score = self._calculate_over...] n15[metrics = ComparisonMetrics(ex...] n16[logger.info(f'Comparison complete: comple...] n17[return metrics] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['比較 AST 與 Trace\n\n        Args:\n           ...]
    n4[logger.info(f"Comparing AST graph &#...]
    n5[expected_steps = self._extract_expect...]
    n6[actual_steps = self._extract_actual...]
    n7[(completed, missing) = self._calculate_comp...]
    n8[completion_rate = len(completed) / len...]
    n9[(sequence_match_rate, out_of_order) = self._calcu...]
    n10[extra_steps = self._find_extra_ste...]
    n11[(success_count, failed_count) = self._count_succe...]
    n12[error_count = len(actual_trace.get...]
    n13[(duration, avg_duration) = self._calculate_timi...]
    n14[overall_score = self._calculate_over...]
    n15[metrics = ComparisonMetrics(ex...]
    n16[logger.info(f'Comparison complete: comple...]
    n17[return metrics]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
167. core aiva core analysis ast trace comparator Function generate feedback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成回饋信號\n\n 用於強化學習的獎勵/懲罰信號\n\n ...] n4[reward = metrics.overall_scor...] n5[suggestions = []] n6{if metrics.completion_rate < 0.8} n7[suggestions.append('增加步驟完成率'&...] n8[] n9{if metrics.sequence_match_rate...} n10[suggestions.append('改善步驟執行順序'...] n11[] n12{if metrics.error_count > 0} n13[suggestions.append(f'減少錯誤（當前：{metric...] n14[] n15{if metrics.failed_steps > 0} n16[suggestions.append(f'提高步驟成功率（失敗：{met...] n17[] n18[feedback = {'reward': reward...] n19[return feedback] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成回饋信號\n\n        用於強化學習的獎勵/懲罰信號\n\n        ...]
    n4[reward = metrics.overall_scor...]
    n5[suggestions = []]
    n6{if metrics.completion_rate < 0.8}
    n7[suggestions.append('增加步驟完成率'&...]
    n8[]
    n9{if metrics.sequence_match_rate...}
    n10[suggestions.append('改善步驟執行順序'...]
    n11[]
    n12{if metrics.error_count > 0}
    n13[suggestions.append(f'減少錯誤（當前：{metric...]
    n14[]
    n15{if metrics.failed_steps > 0}
    n16[suggestions.append(f'提高步驟成功率（失敗：{met...]
    n17[]
    n18[feedback = {'reward': reward...]
    n19[return feedback]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
168. core aiva core analysis ast trace comparator Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典'] n4[return asdict(self)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典']
    n4[return asdict(self)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
169. core aiva core analysis dynamic strategy adjustment Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._learning_data: dict[str, list[dict[str,...] n4[self._waf_patterns: dict[str, list[str]] ...] n5[self._success_patterns: dict[str, list[dict[s...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._learning_data: dict[str, list[dict[str,...]
    n4[self._waf_patterns: dict[str, list[str]] ...]
    n5[self._success_patterns: dict[str, list[dict[s...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
170. core aiva core analysis dynamic strategy adjustment Function adjust based on success rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['基於成功率調整'] n4[scan_id = str(context.get('sca...] n5[learning_data = self._learning_data....] n6{if not learning_data} n7[return plan] n8[] n9[module_stats = {}] n10{for data in learning_data} n11[module = data.get('module')] n12[success = data.get('success',...] n13{if module not in module_stats} n14[module_stats[module] = {'total&a...] n15[] n16[module_stats[module]['total&&...] n17{if success} n18[module_stats[module]['success&...] n19[] n20[] n21{for task in plan.get('tasks',...} n22[task_type = task.get('type')] n23{if task_type in module_stats} n24[success_rate = module_stats[task_ty...] n25{if success_rate > 0.7} n26[task['priority'] = min...] n27{if success_rate < 0.3} n28[task['priority'] = max...] n29[] n30[] n31[] n32[] n33[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n20 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n10 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n32 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n31 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n30 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n21 n32 --> n33 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['基於成功率調整']
    n4[scan_id = str(context.get('sca...]
    n5[learning_data = self._learning_data....]
    n6{if not learning_data}
    n7[return plan]
    n8[]
    n9[module_stats = {}]
    n10{for data in learning_data}
    n11[module = data.get('module')]
    n12[success = data.get('success',...]
    n13{if module not in module_stats}
    n14[module_stats[module] = {'total&a...]
    n15[]
    n16[module_stats[module]['total&&...]
    n17{if success}
    n18[module_stats[module]['success&amp...]
    n19[]
    n20[]
    n21{for task in plan.get('tasks',...}
    n22[task_type = task.get('type')]
    n23{if task_type in module_stats}
    n24[success_rate = module_stats[task_ty...]
    n25{if success_rate > 0.7}
    n26[task['priority'] = min&#4...]
    n27{if success_rate < 0.3}
    n28[task['priority'] = max&#4...]
    n29[]
    n30[]
    n31[]
    n32[]
    n33[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n20
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n10
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n32
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n31
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n30
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n21
    n32 --> n33
    n33 --> n2
171. core aiva core analysis dynamic strategy adjustment Function adjust for findings
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['基於已發現漏洞調整'] n4[findings_count = context.get('finding...] n5{if findings_count > 3} n6{for task in plan.get('tasks',...} n7{if task.get('priority', 5)...} n8[task['priority'] = max...] n9[] n10[] n11[] n12[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 -->|Yes| n7 n6 -->|No| n10 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n6 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['基於已發現漏洞調整']
    n4[findings_count = context.get('finding...]
    n5{if findings_count > 3}
    n6{for task in plan.get('tasks',...}
    n7{if task.get('priority', 5&#41...}
    n8[task['priority'] = max&#4...]
    n9[]
    n10[]
    n11[]
    n12[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n6
    n10 --> n11
    n11 --> n12
    n12 --> n2
172. core aiva core analysis dynamic strategy adjustment Function adjust for tech stack
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['基於技術棧調整'] n4[web_server = fingerprints.get('we...] n5[framework = fingerprints.get('fr...] n6{if 'nginx' in web_server} n7{for task in plan.get('tasks',...} n8{if task.get('type') == &a...} n9[task['check_nginx_vars'] ...] n10[] n11[] n12[] n13{if 'django' in framework} n14{for task in plan.get('tasks',...} n15{if task.get('type') == &a...} n16[task['check_csrf_token'] ...] n17[] n18[] n19[] n20{if 'php' in fingerprints.get(...} n21{for task in plan.get('tasks',...} n22{if task.get('type') == &a...} n23[task['php_wrappers'] = True] n24[] n25[] n26[] n27[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n12 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n19 n14 -->|Yes| n15 n14 -->|No| n18 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n14 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n26 n21 -->|Yes| n22 n21 -->|No| n25 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n21 n25 --> n26 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['基於技術棧調整']
    n4[web_server = fingerprints.get('we...]
    n5[framework = fingerprints.get('fr...]
    n6{if 'nginx' in web_server}
    n7{for task in plan.get('tasks',...}
    n8{if task.get('type') == &a...}
    n9[task['check_nginx_vars'] ...]
    n10[]
    n11[]
    n12[]
    n13{if 'django' in framework}
    n14{for task in plan.get('tasks',...}
    n15{if task.get('type') == &a...}
    n16[task['check_csrf_token'] ...]
    n17[]
    n18[]
    n19[]
    n20{if 'php' in fingerprints.get(...}
    n21{for task in plan.get('tasks',...}
    n22{if task.get('type') == &a...}
    n23[task['php_wrappers'] = True]
    n24[]
    n25[]
    n26[]
    n27[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n12
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n19
    n14 -->|Yes| n15
    n14 -->|No| n18
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n14
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n26
    n21 -->|Yes| n22
    n21 -->|No| n25
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n21
    n25 --> n26
    n26 --> n27
    n27 --> n2
173. core aiva core analysis dynamic strategy adjustment Function adjust for waf
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['WAF適應調整'] n4[waf_vendor = context.get('fingerp...] n5{if waf_vendor} n6[logger.info(f'Adjusting strategy for WAF:...] n7{if 'timing' in plan} n8[plan['timing'][&&...] n9[plan['timing'] = {&a...] n10[] n11{for task in plan.get('tasks',...} n12{if task.get('type') in &#...} n13[task['use_evasion'] = True] n14[task['payload_type'] = &a...] n15[] n16[] n17[] n18[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n17 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n16 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n11 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['WAF適應調整']
    n4[waf_vendor = context.get('fingerp...]
    n5{if waf_vendor}
    n6[logger.info(f'Adjusting strategy for WAF:...]
    n7{if 'timing' in plan}
    n8[plan['timing'][&&...]
    n9[plan['timing'] = {&a...]
    n10[]
    n11{for task in plan.get('tasks',...}
    n12{if task.get('type') in &#...}
    n13[task['use_evasion'] = True]
    n14[task['payload_type'] = &a...]
    n15[]
    n16[]
    n17[]
    n18[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n17
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n16
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n11
    n16 --> n17
    n17 --> n18
    n18 --> n2
174. core aiva core analysis dynamic strategy adjustment Function adjust
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 動態調整測試策略\n\n Args:\n ...] n4[adjusted_plan = plan.copy()] n5{if context.get('waf_detected'...} n6[adjusted_plan = self._adjust_for_waf...] n7[] n8[adjusted_plan = self._adjust_based_o...] n9{if context.get('fingerprints'...} n10[adjusted_plan = self._adjust_for_tec...] n11[] n12{if context.get('findings_count...} n13[adjusted_plan = self._adjust_for_fin...] n14[] n15[logger.info(f"Strategy adjusted for scan ...] n16[return adjusted_plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        動態調整測試策略\n\n        Args:\n       ...]
    n4[adjusted_plan = plan.copy()]
    n5{if context.get('waf_detected'...}
    n6[adjusted_plan = self._adjust_for_waf...]
    n7[]
    n8[adjusted_plan = self._adjust_based_o...]
    n9{if context.get('fingerprints'...}
    n10[adjusted_plan = self._adjust_for_tec...]
    n11[]
    n12{if context.get('findings_count...}
    n13[adjusted_plan = self._adjust_for_fin...]
    n14[]
    n15[logger.info(f"Strategy adjusted for scan &#1...]
    n16[return adjusted_plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
175. core aiva core analysis dynamic strategy adjustment Function learn from result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 從測試結果中學習，更新策略知識庫\n\n Args:\...] n4[scan_id = feedback_data.get('s...] n5[module = feedback_data.get('m...] n6[success = feedback_data.get('s...] n7{if not scan_id or not module} n8[return] n9[] n10{if scan_id not in self._learni...} n11[self._learning_data[scan_id] = []] n12[] n13[self._learning_data[scan_id].append(feedback_...] n14{if success and module} n15{if module not in self._success...} n16[self._success_patterns[module] = []] n17[] n18[self._success_patterns[module].append(feedbac...] n19[] n20[logger.info(f"Learned from {module}...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n19 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        從測試結果中學習，更新策略知識庫\n\n        Args:\...]
    n4[scan_id = feedback_data.get('s...]
    n5[module = feedback_data.get('m...]
    n6[success = feedback_data.get('s...]
    n7{if not scan_id or not module}
    n8[return]
    n9[]
    n10{if scan_id not in self._learni...}
    n11[self._learning_data[scan_id] = []]
    n12[]
    n13[self._learning_data[scan_id].append(feedback_...]
    n14{if success and module}
    n15{if module not in self._success...}
    n16[self._success_patterns[module] = []]
    n17[]
    n18[self._success_patterns[module].append(feedbac...]
    n19[]
    n20[logger.info(f"Learned from {module&#125...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n19
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
176. core aiva core analysis initial surface Function calculate risk score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算資產風險評分 (0-100)'] n4[score = 50] n5{if asset.has_form} n6[score += 20] n7[] n8[param_count = len(asset.parameters...] n9{if param_count > 5} n10[score += 15] n11{if param_count > 2} n12[score += 10] n13{if param_count > 0} n14[score += 5] n15[] n16[] n17[] n18[parameters = [p.lower() for p in ...] n19[sensitive_keywords = {'id', ...] n20{if any((kw in param for param ...} n21[score += 15] n22[] n23[return min(score, 100)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n17 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算資產風險評分 (0-100)']
    n4[score = 50]
    n5{if asset.has_form}
    n6[score += 20]
    n7[]
    n8[param_count = len(asset.parameters...]
    n9{if param_count > 5}
    n10[score += 15]
    n11{if param_count > 2}
    n12[score += 10]
    n13{if param_count > 0}
    n14[score += 5]
    n15[]
    n16[]
    n17[]
    n18[parameters = [p.lower() for p in ...]
    n19[sensitive_keywords = {'id', ...]
    n20{if any((kw in param for param ...}
    n21[score += 15]
    n22[]
    n23[return min(score, 100)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n17
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n2
177. core aiva core analysis initial surface Function detect idor candidates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 IDOR 漏洞候選'] n4[parameters = list(asset.parameter...] n5{if not parameters} n6[return []] n7[] n8[location = 'body' if asset.has_...] n9[candidates: list[IdorCandidate] = []] n10{for parameter in parameters} n11[lower_name = parameter.lower()] n12[keyword_hits = [hint for hint in se...] n13{if keyword_hits} n14[confidence = 0.6 if 'id' in keywo...] n15[reasons = [f"Parameter '{pa...] n16[id_pattern = 'numeric' if &&#...] n17[candidates.append(IdorCandidate(asset_url=str(...] n18[] n19[] n20[return candidates] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n19 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n18 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n10 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 IDOR 漏洞候選']
    n4[parameters = list(asset.parameter...]
    n5{if not parameters}
    n6[return []]
    n7[]
    n8[location = 'body' if asset.has_...]
    n9[candidates: list[IdorCandidate] = []]
    n10{for parameter in parameters}
    n11[lower_name = parameter.lower()]
    n12[keyword_hits = [hint for hint in se...]
    n13{if keyword_hits}
    n14[confidence = 0.6 if 'id' in keywo...]
    n15[reasons = [f"Parameter '{pa...]
    n16[id_pattern = 'numeric' if &&#...]
    n17[candidates.append(IdorCandidate(asset_url=str&#40...]
    n18[]
    n19[]
    n20[return candidates]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n19
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n18
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n10
    n19 --> n20
    n20 --> n2
178. core aiva core analysis initial surface Function detect sqli candidates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 SQLi 漏洞候選'] n4[parameters = list(asset.parameter...] n5{if not parameters} n6[return []] n7[] n8[location = 'body' if asset.has_...] n9[candidates: list[SqliCandidate] = []] n10{for parameter in parameters} n11[lower_name = parameter.lower()] n12[keyword_hits = [hint for hint in se...] n13{if keyword_hits} n14[confidence = 0.7 if 'id' in keywo...] n15[reasons = [f"Parameter '{pa...] n16[candidates.append(SqliCandidate(asset_url=str(...] n17[] n18[] n19[return candidates] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n18 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n17 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n10 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 SQLi 漏洞候選']
    n4[parameters = list(asset.parameter...]
    n5{if not parameters}
    n6[return []]
    n7[]
    n8[location = 'body' if asset.has_...]
    n9[candidates: list[SqliCandidate] = []]
    n10{for parameter in parameters}
    n11[lower_name = parameter.lower()]
    n12[keyword_hits = [hint for hint in se...]
    n13{if keyword_hits}
    n14[confidence = 0.7 if 'id' in keywo...]
    n15[reasons = [f"Parameter '{pa...]
    n16[candidates.append(SqliCandidate(asset_url=str&#40...]
    n17[]
    n18[]
    n19[return candidates]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n18
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n17
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n10
    n18 --> n19
    n19 --> n2
179. core aiva core analysis initial surface Function detect ssrf candidates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 SSRF 漏洞候選'] n4[parameters = list(asset.parameter...] n5{if not parameters} n6[return []] n7[] n8[location = 'body' if asset.has_...] n9[path = str(asset.value).low...] n10[path_hints = [hint for hint in se...] n11[candidates: list[SsrfCandidate] = []] n12{for parameter in parameters} n13[reasons = self._evaluate_param...] n14{if not reasons} n15[continue] n16[] n17[confidence = 0.7 if any(('callbac...] n18[candidates.append(SsrfCandidate(asset_url=str(...] n19[] n20[return candidates] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n19 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n12 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 SSRF 漏洞候選']
    n4[parameters = list(asset.parameter...]
    n5{if not parameters}
    n6[return []]
    n7[]
    n8[location = 'body' if asset.has_...]
    n9[path = str(asset.value).low...]
    n10[path_hints = [hint for hint in se...]
    n11[candidates: list[SsrfCandidate] = []]
    n12{for parameter in parameters}
    n13[reasons = self._evaluate_param...]
    n14{if not reasons}
    n15[continue]
    n16[]
    n17[confidence = 0.7 if any(('callbac...]
    n18[candidates.append(SsrfCandidate(asset_url=str&#40...]
    n19[]
    n20[return candidates]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n19
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n12
    n19 --> n20
    n20 --> n2
180. core aiva core analysis initial surface Function detect xss candidates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 XSS 漏洞候選'] n4[parameters = list(asset.parameter...] n5{if not parameters} n6[return []] n7[] n8[location = 'body' if asset.has_...] n9[candidates: list[XssCandidate] = []] n10{for parameter in parameters} n11[lower_name = parameter.lower()] n12[keyword_hits = [hint for hint in se...] n13{if keyword_hits} n14[confidence = 0.6 if len(keyword_h...] n15[reasons = [f"Parameter '{pa...] n16[candidates.append(XssCandidate(asset_url=str(...] n17[] n18[] n19[return candidates] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n18 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n17 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n10 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 XSS 漏洞候選']
    n4[parameters = list(asset.parameter...]
    n5{if not parameters}
    n6[return []]
    n7[]
    n8[location = 'body' if asset.has_...]
    n9[candidates: list[XssCandidate] = []]
    n10{for parameter in parameters}
    n11[lower_name = parameter.lower()]
    n12[keyword_hits = [hint for hint in se...]
    n13{if keyword_hits}
    n14[confidence = 0.6 if len(keyword_h...]
    n15[reasons = [f"Parameter '{pa...]
    n16[candidates.append(XssCandidate(asset_url=str(...]
    n17[]
    n18[]
    n19[return candidates]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n18
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n17
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n10
    n18 --> n19
    n19 --> n2
181. core aiva core analysis initial surface Function evaluate parameter
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lower_name = parameter.lower()] n4[keyword_hits = [hint for hint in se...] n5[reasons: list[str] = []] n6{if keyword_hits} n7[reasons.append(f"Parameter ' ...] n8[] n9{if path_hints} n10[reasons.append('URL path includes SSRF hi...] n11[] n12[return reasons] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lower_name = parameter.lower()]
    n4[keyword_hits = [hint for hint in se...]
    n5[reasons: list[str] = []]
    n6{if keyword_hits}
    n7[reasons.append(f"Parameter '&#12...]
    n8[]
    n9{if path_hints}
    n10[reasons.append('URL path includes SSRF hi...]
    n11[]
    n12[return reasons]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
182. core aiva core analysis initial surface Function summarize asset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return {'asset_id': asset.as...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return {'asset_id': asset.as...]
    n1 --> n3
    n3 --> n2
183. core aiva core analysis initial surface Function analyze
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[forms = sum((1 for a in payl...] n4[params = sum((len(a.parameter...] n5[waf = bool(payload.fingerp...] n6[xss_candidates: list[XssCandidate] = []] n7[sqli_candidates: list[SqliCandidate] = []] n8[ssrf_candidates: list[SsrfCandidate] = []] n9[idor_candidates: list[IdorCandidate] = []] n10[high_risk_assets: list[AssetAnalysis] = []] n11[medium_risk_assets: list[AssetAnalysis] = []] n12[low_risk_assets: list[AssetAnalysis] = []] n13{for asset in payload.assets} n14[xss_candidates.extend(self._detect_xss_candidates(...] n15[sqli_candidates.extend(self._detect_sqli_candidate...] n16[ssrf_candidates.extend(self._detect_ssrf_candidate...] n17[idor_candidates.extend(self._detect_idor_candidate...] n18[risk_score = self._calculate_risk...] n19[asset_analysis = AssetAnalysis(asset_...] n20{if risk_score >= 70} n21[high_risk_assets.append(asset_analysis)] n22{if risk_score >= 40} n23[medium_risk_assets.append(asset_analysis)] n24[low_risk_assets.append(asset_analysis)] n25[] n26[] n27[] n28[return AttackSurfaceAnalysis(scan_id=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n27 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n26 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n25 n24 --> n25 n25 --> n26 n26 --> n13 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[forms = sum((1 for a in payl...]
    n4[params = sum((len(a.parameter...]
    n5[waf = bool(payload.fingerp...]
    n6[xss_candidates: list[XssCandidate] = []]
    n7[sqli_candidates: list[SqliCandidate] = []]
    n8[ssrf_candidates: list[SsrfCandidate] = []]
    n9[idor_candidates: list[IdorCandidate] = []]
    n10[high_risk_assets: list[AssetAnalysis] = []]
    n11[medium_risk_assets: list[AssetAnalysis] = []]
    n12[low_risk_assets: list[AssetAnalysis] = []]
    n13{for asset in payload.assets}
    n14[xss_candidates.extend(self._detect_xss_candidates&#40...]
    n15[sqli_candidates.extend(self._detect_sqli_candidate...]
    n16[ssrf_candidates.extend(self._detect_ssrf_candidate...]
    n17[idor_candidates.extend(self._detect_idor_candidate...]
    n18[risk_score = self._calculate_risk...]
    n19[asset_analysis = AssetAnalysis(asset_...]
    n20{if risk_score >= 70}
    n21[high_risk_assets.append(asset_analysis)]
    n22{if risk_score >= 40}
    n23[medium_risk_assets.append(asset_analysis)]
    n24[low_risk_assets.append(asset_analysis)]
    n25[]
    n26[]
    n27[]
    n28[return AttackSurfaceAnalysis(scan_id=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n27
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n26
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n25
    n24 --> n25
    n25 --> n26
    n26 --> n13
    n27 --> n28
    n28 --> n2
184. core aiva core analysis plan comparator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化對比分析器'] n4[logger.info('PlanComparator initialized&a...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化對比分析器']
    n4[logger.info('PlanComparator initialized&a...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
185. core aiva core analysis plan comparator Function calculate quality bonus
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算步驟質量加成\n\n Args:\n match...] n4{if not matches} n5[return 0.0] n6[] n7[exact_matches = sum((1 for m in matc...] n8[total_expected = sum((1 for m in matc...] n9{if total_expected == 0} n10[return 0.0] n11[] n12[quality_ratio = exact_matches / tota...] n13[return min(quality_ratio * 0.1, 0.1)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算步驟質量加成\n\n        Args:\n            match...]
    n4{if not matches}
    n5[return 0.0]
    n6[]
    n7[exact_matches = sum((1 for m in matc...]
    n8[total_expected = sum((1 for m in matc...]
    n9{if total_expected == 0}
    n10[return 0.0]
    n11[]
    n12[quality_ratio = exact_matches / tota...]
    n13[return min(quality_ratio * 0.1, 0.1)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
186. core aiva core analysis plan comparator Function calculate reward score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算獎勵分數（用於強化學習）\n\n Args:\n ...] n4[base_score = completion_rate * 0....] n5[goal_bonus = 0.2 if goal_achieved...] n6[quality_bonus = self._calculate_qual...] n7[reward = base_score + goal_bo...] n8[extra_penalty = min(sum((1 for m in ...] n9[reward = max(0.0, min(reward ...] n10[return reward] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算獎勵分數（用於強化學習）\n\n        Args:\n           ...]
    n4[base_score = completion_rate * 0....]
    n5[goal_bonus = 0.2 if goal_achieved...]
    n6[quality_bonus = self._calculate_qual...]
    n7[reward = base_score + goal_bo...]
    n8[extra_penalty = min(sum((1 for m in ...]
    n9[reward = max(0.0, min(reward ...]
    n10[return reward]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
187. core aiva core analysis plan comparator Function calculate sequence accuracy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算順序準確度\n\n 使用最長公共子序列 (LCS) 算...] n4[expected_order = [step.step_id for st...] n5[actual_order = [trace.step_id for t...] n6{if not expected_order or not a...} n7[return 0.0] n8[] n9[lcs_length = self._lcs_length(exp...] n10[accuracy = lcs_length / len(exp...] n11[return accuracy] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算順序準確度\n\n        使用最長公共子序列 (LCS) 算...]
    n4[expected_order = [step.step_id for st...]
    n5[actual_order = [trace.step_id for t...]
    n6{if not expected_order or not a...}
    n7[return 0.0]
    n8[]
    n9[lcs_length = self._lcs_length(exp...]
    n10[accuracy = lcs_length / len(exp...]
    n11[return accuracy]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
188. core aiva core analysis plan comparator Function calculate step similarity
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算步驟相似度\n\n Args:\n step: ...] n4[similarity = 0.0] n5{if step.tool_type == trace.too...} n6[similarity += 0.4] n7[] n8{if step.action.lower() in trac...} n9[similarity += 0.3] n10[] n11{if trace.status == 'success'} n12[similarity += 0.3] n13{if trace.status in {'failed'...} n14[similarity += 0.1] n15[] n16[] n17[return min(similarity, 1.0)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算步驟相似度\n\n        Args:\n            step: ...]
    n4[similarity = 0.0]
    n5{if step.tool_type == trace.too...}
    n6[similarity += 0.4]
    n7[]
    n8{if step.action.lower() in trac...}
    n9[similarity += 0.3]
    n10[]
    n11{if trace.status == 'success'}
    n12[similarity += 0.3]
    n13{if trace.status in {'failed'...}
    n14[similarity += 0.1]
    n15[]
    n16[]
    n17[return min(similarity, 1.0)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
189. core aiva core analysis plan comparator Function check critical steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查關鍵步驟是否完成\n\n Args:\n pla...] n4[critical_step_ids = {step.step_id for st...] n5{if not critical_step_ids} n6[return True] n7[] n8[completed_critical = {trace.step_id for t...] n9[return len(completed_critical) == len...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查關鍵步驟是否完成\n\n        Args:\n            pla...]
    n4[critical_step_ids = {step.step_id for st...]
    n5{if not critical_step_ids}
    n6[return True]
    n7[]
    n8[completed_critical = {trace.step_id for t...]
    n9[return len(completed_critical) == len...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
190. core aiva core analysis plan comparator Function count extra actions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算額外動作數量\n\n Args:\n match...] n4[return sum((1 for m in matches if m.m...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算額外動作數量\n\n        Args:\n            match...]
    n4[return sum((1 for m in matches if m.m...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
191. core aiva core analysis plan comparator Function evaluate goal achievement
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['評估目標達成\n\n Args:\n plan: 攻...] n4{if completion_rate < 0.8 or su...} n5[return False] n6[] n7{if plan.attack_type.value in {...} n8[has_findings = any((trace.output_da...] n9{if not has_findings} n10[return False] n11[] n12[] n13[return self._check_critical_steps(pla...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['評估目標達成\n\n        Args:\n            plan: 攻...]
    n4{if completion_rate < 0.8 or su...}
    n5[return False]
    n6[]
    n7{if plan.attack_type.value in {...}
    n8[has_findings = any((trace.output_da...]
    n9{if not has_findings}
    n10[return False]
    n11[]
    n12[]
    n13[return self._check_critical_steps(pla...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
192. core aiva core analysis plan comparator Function generate recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成改進建議\n\n Args:\n metrics...] n4[recommendations = []] n5{if metrics.completion_rate < 0.7} n6[recommendations.append(f'完成率僅 {metri...] n7[] n8{if metrics.success_rate < 0.8} n9[recommendations.append(f'成功率僅 {metri...] n10[] n11{if metrics.sequence_accuracy <...} n12[recommendations.append(f'順序準確度僅 {met...] n13[] n14{if metrics.extra_actions > 0} n15[recommendations.append(f'檢測到 {metric...] n16[] n17[missing_steps = sum((1 for m in matc...] n18{if missing_steps > 0} n19[recommendations.append(f'有 {missing_...] n20[] n21{if not metrics.goal_achieved} n22[recommendations.append('未達成目標，建議調整攻擊策略或改進...] n23[] n24{if not recommendations} n25[recommendations.append('執行表現良好，無需特別調整&...] n26[] n27[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成改進建議\n\n        Args:\n            metrics...]
    n4[recommendations = []]
    n5{if metrics.completion_rate < 0.7}
    n6[recommendations.append(f'完成率僅 {metri...]
    n7[]
    n8{if metrics.success_rate < 0.8}
    n9[recommendations.append(f'成功率僅 {metri...]
    n10[]
    n11{if metrics.sequence_accuracy <...}
    n12[recommendations.append(f'順序準確度僅 {met...]
    n13[]
    n14{if metrics.extra_actions > 0}
    n15[recommendations.append(f'檢測到 {metric...]
    n16[]
    n17[missing_steps = sum((1 for m in matc...]
    n18{if missing_steps > 0}
    n19[recommendations.append(f'有 {missing_...]
    n20[]
    n21{if not metrics.goal_achieved}
    n22[recommendations.append('未達成目標，建議調整攻擊策略或改進...]
    n23[]
    n24{if not recommendations}
    n25[recommendations.append('執行表現良好，無需特別調整&amp...]
    n26[]
    n27[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n27
    n27 --> n2
193. core aiva core analysis plan comparator Function lcs length
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算最長公共子序列長度\n\n Args:\n se...] n4[(m, n) = (len(seq1), len(seq2...] n5[dp = [[0] * (n + 1) for _...] n6{for i in range(1, m + 1)} n7{for j in range(1, n + 1)} n8{if seq1[i - 1] == seq2[j - 1]} n9[dp[i][j] = dp[i - 1][j - 1 ...] n10[dp[i][j] = max(dp[i - 1][...] n11[] n12[] n13[] n14[return dp[m][n]] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n7 n12 --> n6 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算最長公共子序列長度\n\n        Args:\n            se...]
    n4[(m, n) = (len(seq1), len(seq2...]
    n5[dp = [[0] * (n + 1) for _...]
    n6{for i in range(1, m + 1)}
    n7{for j in range(1, n + 1)}
    n8{if seq1[i - 1] == seq2[j - 1]}
    n9[dp[i][j] = dp[i - 1][j - 1&#9...]
    n10[dp[i][j] = max(dp[i - 1][...]
    n11[]
    n12[]
    n13[]
    n14[return dp[m][n]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n7
    n12 --> n6
    n13 --> n14
    n14 --> n2
194. core aiva core analysis plan comparator Function match steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['匹配預期步驟與實際執行\n\n Args:\n ex...] n4[matches: list[StepMatch] = []] n5[trace_map = {t.step_id: t for t ...] n6{for step in expected_steps} n7{if step.step_id in trace_map} n8[trace = trace_map[step.step_...] n9[similarity = self._calculate_step...] n10{if similarity >= 0.9} n11[match_type = 'exact'] n12{if similarity >= 0.5} n13[match_type = 'partial'] n14[match_type = 'missing'] n15[] n16[] n17[matches.append(StepMatch(expected_step=step, actu...] n18[matches.append(StepMatch(expected_step=step, actu...] n19[] n20[] n21[expected_step_ids = {s.step_id for s in ...] n22{for trace in trace_records} n23{if trace.step_id not in expect...} n24[matches.append(StepMatch(expected_step=None, actu...] n25[] n26[] n27[return matches] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n20 n7 -->|Yes| n8 n7 -->|No| n18 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n16 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n19 n18 --> n19 n19 --> n6 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n26 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n22 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['匹配預期步驟與實際執行\n\n        Args:\n            ex...]
    n4[matches: list[StepMatch] = []]
    n5[trace_map = {t.step_id: t for t ...]
    n6{for step in expected_steps}
    n7{if step.step_id in trace_map}
    n8[trace = trace_map[step.step_...]
    n9[similarity = self._calculate_step...]
    n10{if similarity >= 0.9}
    n11[match_type = 'exact']
    n12{if similarity >= 0.5}
    n13[match_type = 'partial']
    n14[match_type = 'missing']
    n15[]
    n16[]
    n17[matches.append(StepMatch(expected_step=step, actu...]
    n18[matches.append(StepMatch(expected_step=step, actu...]
    n19[]
    n20[]
    n21[expected_step_ids = {s.step_id for s in ...]
    n22{for trace in trace_records}
    n23{if trace.step_id not in expect...}
    n24[matches.append(StepMatch(expected_step=None, actu...]
    n25[]
    n26[]
    n27[return matches]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n20
    n7 -->|Yes| n8
    n7 -->|No| n18
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n16
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n19
    n18 --> n19
    n19 --> n6
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n26
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n22
    n26 --> n27
    n27 --> n2
195. core aiva core analysis plan comparator Function compare
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['對比計畫與執行軌跡\n\n Args:\n plan...] n4[logger.info(f'Comparing plan {plan.p...] n5[matches = self._match_steps(pl...] n6[expected_steps = len(plan.steps)] n7[executed_steps = len(trace_records)] n8[completed_steps = sum((1 for t in trac...] n9[failed_steps = sum((1 for t in trac...] n10[skipped_steps = sum((1 for t in trac...] n11[extra_actions = self._count_extra_ac...] n12[completion_rate = completed_steps / ex...] n13[success_rate = completed_steps / ex...] n14[sequence_accuracy = self._calculate_sequ...] n15[goal_achieved = self._evaluate_goal_...] n16[reward_score = self._calculate_rewa...] n17[total_execution_time = sum((t.execution_tim...] n18[metrics = PlanExecutionMetrics...] n19[logger.info(f'Comparison complete: comple...] n20[return metrics] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['對比計畫與執行軌跡\n\n        Args:\n            plan...]
    n4[logger.info(f'Comparing plan {plan.p...]
    n5[matches = self._match_steps(pl...]
    n6[expected_steps = len(plan.steps)]
    n7[executed_steps = len(trace_records)]
    n8[completed_steps = sum((1 for t in trac...]
    n9[failed_steps = sum((1 for t in trac...]
    n10[skipped_steps = sum((1 for t in trac...]
    n11[extra_actions = self._count_extra_ac...]
    n12[completion_rate = completed_steps / ex...]
    n13[success_rate = completed_steps / ex...]
    n14[sequence_accuracy = self._calculate_sequ...]
    n15[goal_achieved = self._evaluate_goal_...]
    n16[reward_score = self._calculate_rewa...]
    n17[total_execution_time = sum((t.execution_tim...]
    n18[metrics = PlanExecutionMetrics...]
    n19[logger.info(f'Comparison complete: comple...]
    n20[return metrics]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
196. core aiva core analysis plan comparator Function generate comparison report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成詳細的對比分析報告\n\n Args:\n pl...] n4[matches = self._match_steps(pl...] n5[report: dict[str, Any] = {'plan_...] n6{for match in matches} n7[step_info: dict[str, Any] = {'ma...] n8{if match.expected_step} n9[step_info['expected'] = &...] n10[] n11{if match.actual_trace} n12[step_info['actual'] = ...] n13[] n14[report['step_analysis'].a...] n15[] n16[report['recommendations']...] n17[return report] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n15 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n6 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成詳細的對比分析報告\n\n        Args:\n            pl...]
    n4[matches = self._match_steps(pl...]
    n5[report: dict[str, Any] = {'plan_...]
    n6{for match in matches}
    n7[step_info: dict[str, Any] = {'ma...]
    n8{if match.expected_step}
    n9[step_info['expected'] = &...]
    n10[]
    n11{if match.actual_trace}
    n12[step_info['actual'] = &#1...]
    n13[]
    n14[report['step_analysis'].a...]
    n15[]
    n16[report['recommendations']...]
    n17[return report]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n15
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n6
    n15 --> n16
    n16 --> n17
    n17 --> n2
197. core aiva core analysis risk assessment engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化風險評估引擎\n\n Args:\n ...] n4[self.enable_threat_intel = enable_threat_intel] n5[self.intel_aggregator: IntelAggregator | None = No...] n6{if enable_threat_intel} n7[try] n8[from services.integration.aiva_integration.threat_...] n9[self.intel_aggregator = IntelAggregator()] n10[logger.info('Threat intelligence enabled ...] n11[] n12[except ImportError] n13[logger.warning('Threat intel module not a...] n14[self.enable_threat_intel = False] n15[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n15 n7 --> n8 n7 --> n12 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n15 n12 --> n13 n13 --> n14 n14 --> n11 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化風險評估引擎\n\n        Args:\n      ...]
    n4[self.enable_threat_intel = enable_threat_intel]
    n5[self.intel_aggregator: IntelAggregator | None = No...]
    n6{if enable_threat_intel}
    n7[try]
    n8[from services.integration.aiva_integration.threat_...]
    n9[self.intel_aggregator = IntelAggregator()]
    n10[logger.info('Threat intelligence enabled ...]
    n11[]
    n12[except ImportError]
    n13[logger.warning('Threat intel module not a...]
    n14[self.enable_threat_intel = False]
    n15[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n15
    n7 --> n8
    n7 --> n12
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n15
    n12 --> n13
    n13 --> n14
    n14 --> n11
    n15 --> n2
198. core aiva core analysis risk assessment engine Function adjust by asset criticality
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據資產重要性調整分數\n\n Args:\n ...] n4[url = str(finding.target.u...] n5[critical_paths = ['/admin', &...] n6[high_paths = ['/api', &&#...] n7{if any((path in url.lower() fo...} n8[base_score *= 1.3] n9{if any((path in url.lower() fo...} n10[base_score *= 1.15] n11[] n12[] n13[return base_score] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據資產重要性調整分數\n\n        Args:\n    ...]
    n4[url = str(finding.target.u...]
    n5[critical_paths = ['/admin', &...]
    n6[high_paths = ['/api', &&#...]
    n7{if any((path in url.lower() fo...}
    n8[base_score *= 1.3]
    n9{if any((path in url.lower() fo...}
    n10[base_score *= 1.15]
    n11[]
    n12[]
    n13[return base_score]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
199. core aiva core analysis risk assessment engine Function adjust by exploitability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據可利用性調整分數\n\n Args:\n ...] n4{if finding.evidence and findin...} n5[base_score *= 1.1] n6[] n7[confidence_multipliers = {'Certain&&...] n8[multiplier = confidence_multiplie...] n9[base_score *= multiplier] n10[return base_score] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據可利用性調整分數\n\n        Args:\n     ...]
    n4{if finding.evidence and findin...}
    n5[base_score *= 1.1]
    n6[]
    n7[confidence_multipliers = {'Certain&&...]
    n8[multiplier = confidence_multiplie...]
    n9[base_score *= multiplier]
    n10[return base_score]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
200. core aiva core analysis risk assessment engine Function calculate base score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算基礎 CVSS 分數\n\n Args:\n ...] n4[severity_scores = {Severity.CRITICAL: ...] n5[base_score = severity_scores.get(...] n6[vuln_type_multipliers = {VulnerabilityType.S...] n7[multiplier = vuln_type_multiplier...] n8[base_score *= multiplier] n9[return base_score] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算基礎 CVSS 分數\n\n        Args:\n   ...]
    n4[severity_scores = {Severity.CRITICAL: ...]
    n5[base_score = severity_scores.get(...]
    n6[vuln_type_multipliers = {VulnerabilityType.S...]
    n7[multiplier = vuln_type_multiplier...]
    n8[base_score *= multiplier]
    n9[return base_score]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
201. core aiva core analysis risk assessment engine Function get risk level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將風險分數轉換為威脅等級\n\n Args:\n ...] n4{if risk_score >= 9.0} n5[return ThreatLevel.CRITICAL] n6{if risk_score >= 7.0} n7[return ThreatLevel.HIGH] n8{if risk_score >= 4.0} n9[return ThreatLevel.MEDIUM] n10{if risk_score >= 2.0} n11[return ThreatLevel.LOW] n12[return ThreatLevel.INFO] n13[] n14[] n15[] n16[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n16 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n15 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n14 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將風險分數轉換為威脅等級\n\n        Args:\n   ...]
    n4{if risk_score >= 9.0}
    n5[return ThreatLevel.CRITICAL]
    n6{if risk_score >= 7.0}
    n7[return ThreatLevel.HIGH]
    n8{if risk_score >= 4.0}
    n9[return ThreatLevel.MEDIUM]
    n10{if risk_score >= 2.0}
    n11[return ThreatLevel.LOW]
    n12[return ThreatLevel.INFO]
    n13[]
    n14[]
    n15[]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n16
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n15
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n14
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
202. core aiva core analysis strategy generator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化策略生成器\n\n Args:\n ...] n4[self.config = config or StrategyGe...] n5[logger.info('[目標] RuleBasedStrate...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化策略生成器\n\n        Args:\n       ...]
    n4[self.config = config or StrategyGe...]
    n5[logger.info('[目標] RuleBasedStrate...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
203. core aiva core analysis strategy generator Function calculate priority
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算任務優先級\n\n Args:\n ...] n4[base_priority = {'high_risk'...] n5{if confidence >= self.config.h...} n6[base_priority = min(base_priority + ...] n7{if confidence >= 0.5} n8[base_priority = min(base_priority + ...] n9[] n10[] n11[return base_priority] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n10 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算任務優先級\n\n        Args:\n        ...]
    n4[base_priority = {'high_risk'...]
    n5{if confidence >= self.config.h...}
    n6[base_priority = min(base_priority + ...]
    n7{if confidence >= 0.5}
    n8[base_priority = min(base_priority + ...]
    n9[]
    n10[]
    n11[return base_priority]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n10
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
204. core aiva core analysis strategy generator Function estimate duration
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 預估總執行時間（秒）\n\n Args:\n ...] n4[total = xss_count * self.con...] n5[concurrent_factor = 5] n6[return total // concurrent_factor] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        預估總執行時間（秒）\n\n        Args:\n     ...]
    n4[total = xss_count * self.con...]
    n5[concurrent_factor = 5]
    n6[return total // concurrent_factor]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
205. core aiva core analysis strategy generator Function generate idor tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 IDOR 測試任務'] n4[tasks = []] n5{for candidate in candidates} n6{if candidate.confidence < self...} n7[continue] n8[] n9[priority = self._calculate_prio...] n10[task = TestTask(vulnerabili...] n11[tasks.append(task)] n12[] n13[return tasks] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 IDOR 測試任務']
    n4[tasks = []]
    n5{for candidate in candidates}
    n6{if candidate.confidence < self...}
    n7[continue]
    n8[]
    n9[priority = self._calculate_prio...]
    n10[task = TestTask(vulnerabili...]
    n11[tasks.append(task)]
    n12[]
    n13[return tasks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
206. core aiva core analysis strategy generator Function generate sqli tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 SQLi 測試任務'] n4[tasks = []] n5{for candidate in candidates} n6{if candidate.confidence < self...} n7[continue] n8[] n9[priority = self._calculate_prio...] n10[task = TestTask(vulnerabili...] n11[tasks.append(task)] n12[] n13[return tasks] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 SQLi 測試任務']
    n4[tasks = []]
    n5{for candidate in candidates}
    n6{if candidate.confidence < self...}
    n7[continue]
    n8[]
    n9[priority = self._calculate_prio...]
    n10[task = TestTask(vulnerabili...]
    n11[tasks.append(task)]
    n12[]
    n13[return tasks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
207. core aiva core analysis strategy generator Function generate ssrf tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 SSRF 測試任務'] n4[tasks = []] n5{for candidate in candidates} n6{if candidate.confidence < self...} n7[continue] n8[] n9[priority = self._calculate_prio...] n10[task = TestTask(vulnerabili...] n11[tasks.append(task)] n12[] n13[return tasks] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 SSRF 測試任務']
    n4[tasks = []]
    n5{for candidate in candidates}
    n6{if candidate.confidence < self...}
    n7[continue]
    n8[]
    n9[priority = self._calculate_prio...]
    n10[task = TestTask(vulnerabili...]
    n11[tasks.append(task)]
    n12[]
    n13[return tasks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
208. core aiva core analysis strategy generator Function generate xss tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 XSS 測試任務'] n4[tasks = []] n5{for candidate in candidates} n6{if candidate.confidence < self...} n7[continue] n8[] n9[priority = self._calculate_prio...] n10[task = TestTask(vulnerabili...] n11[tasks.append(task)] n12[] n13[return tasks] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 XSS 測試任務']
    n4[tasks = []]
    n5{for candidate in candidates}
    n6{if candidate.confidence < self...}
    n7[continue]
    n8[]
    n9[priority = self._calculate_prio...]
    n10[task = TestTask(vulnerabili...]
    n11[tasks.append(task)]
    n12[]
    n13[return tasks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
209. core aiva core analysis strategy generator Function prioritize tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 按優先級和置信度排序任務，保留最重要的部分\n\n A...] n4[sorted_tasks = sorted(tasks, key=la...] n5[limit = self.config.max_task...] n6[return sorted_tasks[:limit]] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        按優先級和置信度排序任務，保留最重要的部分\n\n        A...]
    n4[sorted_tasks = sorted(tasks, key=la...]
    n5[limit = self.config.max_task...]
    n6[return sorted_tasks[:limit]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
210. core aiva core analysis strategy generator Function generate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 從攻擊面分析生成測試策略\n\n Args:\n ...] n4[logger.info(f'[目標] Generating tes...] n5[logger.info(f' - Total candidates: ...] n6[xss_tasks = self._generate_xss_t...] n7[sqli_tasks = self._generate_sqli_...] n8[ssrf_tasks = self._generate_ssrf_...] n9[idor_tasks = self._generate_idor_...] n10[total_tasks = len(xss_tasks) + len...] n11{if total_tasks > self.config.m...} n12[logger.warning(f'[警告] Total task...] n13[xss_tasks = self._prioritize_tas...] n14[sqli_tasks = self._prioritize_tas...] n15[ssrf_tasks = self._prioritize_tas...] n16[idor_tasks = self._prioritize_tas...] n17[] n18[estimated_duration = self._estimate_durat...] n19[strategy = TestStrategy(scan_id...] n20[logger.info(f'[已] Strategy genera...] n21[return strategy] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n17 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        從攻擊面分析生成測試策略\n\n        Args:\n   ...]
    n4[logger.info(f'[目標] Generating tes...]
    n5[logger.info(f'   - Total candidates: &#12...]
    n6[xss_tasks = self._generate_xss_t...]
    n7[sqli_tasks = self._generate_sqli_...]
    n8[ssrf_tasks = self._generate_ssrf_...]
    n9[idor_tasks = self._generate_idor_...]
    n10[total_tasks = len(xss_tasks) + len...]
    n11{if total_tasks > self.config.m...}
    n12[logger.warning(f'[警告]  Total task...]
    n13[xss_tasks = self._prioritize_tas...]
    n14[sqli_tasks = self._prioritize_tas...]
    n15[ssrf_tasks = self._prioritize_tas...]
    n16[idor_tasks = self._prioritize_tas...]
    n17[]
    n18[estimated_duration = self._estimate_durat...]
    n19[strategy = TestStrategy(scan_id...]
    n20[logger.info(f'[已] Strategy genera...]
    n21[return strategy]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n17
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
211. core aiva core app Function count tasks by type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['統計各類型任務的數量'] n4[return dict(Counter((topic.value for ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['統計各類型任務的數量']
    n4[return dict(Counter((topic.value for ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
212. core aiva core authz authz mapper Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化權限映射器\n\n Args:\n ...] n4[self.matrix = permission_matrix] n5[self.user_roles: dict[str, list[str]] = &...] n6[self.user_attributes: dict[str, dict[str, Any]...] n7[logger.info('authz_mapper_initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化權限映射器\n\n        Args:\n       ...]
    n4[self.matrix = permission_matrix]
    n5[self.user_roles: dict[str, list[str]] = &...]
    n6[self.user_attributes: dict[str, dict[str, Any&#93...]
    n7[logger.info('authz_mapper_initialized&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
213. core aiva core authz authz mapper Function analyze role overlap
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析角色重疊情況\n\n Returns:\n ...] n4[overlaps = []] n5[roles = list(self.matrix.rol...] n6{for (i, role1) in enumerate(roles)} n7{for role2 in roles[i + 1:]} n8[role1_perms = {(p['resource&...] n9[role2_perms = {(p['resource&...] n10[common_perms = role1_perms & role2_...] n11{if common_perms} n12[overlap_ratio = len(common_perms) / ...] n13[overlaps.append({'role1'...] n14[] n15[] n16[] n17[logger.info('role_overlap_analyzed&&#...] n18[return overlaps] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n16 n7 -->|Yes| n8 n7 -->|No| n15 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n14 n14 --> n7 n15 --> n6 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析角色重疊情況\n\n        Returns:\n    ...]
    n4[overlaps = []]
    n5[roles = list(self.matrix.rol...]
    n6{for (i, role1) in enumerate(roles)}
    n7{for role2 in roles[i + 1:]}
    n8[role1_perms = {(p['resource&...]
    n9[role2_perms = {(p['resource&...]
    n10[common_perms = role1_perms & role2_...]
    n11{if common_perms}
    n12[overlap_ratio = len(common_perms) / ...]
    n13[overlaps.append({'role1'...]
    n14[]
    n15[]
    n16[]
    n17[logger.info('role_overlap_analyzed&&#...]
    n18[return overlaps]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n16
    n7 -->|Yes| n8
    n7 -->|No| n15
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n14
    n14 --> n7
    n15 --> n6
    n16 --> n17
    n17 --> n18
    n18 --> n2
214. core aiva core authz authz mapper Function assign role to user
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分配角色給用戶\n\n Args:\n ...] n4{if user_id not in self.user_roles} n5[self.user_roles[user_id] = []] n6[] n7{if role not in self.user_roles...} n8[self.user_roles[user_id].append(role)] n9[logger.info('role_assigned_to_user&&#...] n10[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分配角色給用戶\n\n        Args:\n        ...]
    n4{if user_id not in self.user_roles}
    n5[self.user_roles[user_id] = []]
    n6[]
    n7{if role not in self.user_roles...}
    n8[self.user_roles[user_id].append(role)]
    n9[logger.info('role_assigned_to_user&&#...]
    n10[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n2
215. core aiva core authz authz mapper Function check user permission
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查用戶權限\n\n Args:\n ...] n4[user_roles = self.get_user_roles(...] n5{if not user_roles} n6[logger.debug('user_has_no_roles&#...] n7[return (AccessDecision.DENY, [])] n8[] n9[full_context = context or {}] n10{if user_id in self.user_attrib...} n11[full_context.update(self.user_attributes[user_id&...] n12[] n13[full_context['user_id'] =...] n14[decisions: list[tuple[AccessDecision, str] ...] n15{for role in user_roles} n16[decision = self.matrix.check_pe...] n17[decisions.append((decision, role))] n18[] n19[allow_roles = [role for dec, role ...] n20{if allow_roles} n21[logger.info('user_permission_granted&...] n22[return (AccessDecision.ALLOW, allow_r...] n23[] n24[conditional_roles = [role for dec, role ...] n25{if conditional_roles} n26[logger.info('user_permission_conditional&...] n27[return (AccessDecision.CONDITIONAL, c...] n28[] n29[logger.info('user_permission_denied&&...] n30[return (AccessDecision.DENY, [])] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n15 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n23 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n28 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查用戶權限\n\n        Args:\n         ...]
    n4[user_roles = self.get_user_roles(...]
    n5{if not user_roles}
    n6[logger.debug('user_has_no_roles&#...]
    n7[return (AccessDecision.DENY, [])]
    n8[]
    n9[full_context = context or {}]
    n10{if user_id in self.user_attrib...}
    n11[full_context.update(self.user_attributes[user_id&...]
    n12[]
    n13[full_context['user_id'] =...]
    n14[decisions: list[tuple[AccessDecision, str]&#9...]
    n15{for role in user_roles}
    n16[decision = self.matrix.check_pe...]
    n17[decisions.append((decision, role))]
    n18[]
    n19[allow_roles = [role for dec, role ...]
    n20{if allow_roles}
    n21[logger.info('user_permission_granted&...]
    n22[return (AccessDecision.ALLOW, allow_r...]
    n23[]
    n24[conditional_roles = [role for dec, role ...]
    n25{if conditional_roles}
    n26[logger.info('user_permission_conditional&...]
    n27[return (AccessDecision.CONDITIONAL, c...]
    n28[]
    n29[logger.info('user_permission_denied&&...]
    n30[return (AccessDecision.DENY, [])]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n15
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n23
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n28
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n2
216. core aiva core authz authz mapper Function detect permission conflicts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測用戶的權限衝突\n\n Args:\n ...] n4[user_roles = self.get_user_roles(...] n5[conflicts = []] n6[permission_map: dict[tuple[str, str], list ...] n7{for role in user_roles} n8[role_permissions = self.matrix.get_role...] n9{for perm in role_permissions} n10[key = (perm['resource' ...] n11{if key not in permission_map} n12[permission_map[key] = []] n13[] n14[permission_map[key].append((role, perm ...] n15[] n16[] n17{for ((resource, permission), role_decisions&#...} n18{if len(role_decisions) > 1} n19[decisions = [dec for _, dec in r...] n20{if AccessDecision.ALLOW in dec...} n21[conflicts.append({'resource&#...] n22[] n23[] n24[] n25[logger.info('permission_conflicts_detecte...] n26[return conflicts] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n16 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n15 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n9 n15 --> n7 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n24 n18 -->|Yes| n19 n18 -->|No| n23 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n17 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測用戶的權限衝突\n\n        Args:\n      ...]
    n4[user_roles = self.get_user_roles(...]
    n5[conflicts = []]
    n6[permission_map: dict[tuple[str, str], list&#9...]
    n7{for role in user_roles}
    n8[role_permissions = self.matrix.get_role...]
    n9{for perm in role_permissions}
    n10[key = (perm['resource'&#9...]
    n11{if key not in permission_map}
    n12[permission_map[key] = []]
    n13[]
    n14[permission_map[key].append((role, perm&#9...]
    n15[]
    n16[]
    n17{for ((resource, permission), role_decisions&#...}
    n18{if len(role_decisions) > 1}
    n19[decisions = [dec for _, dec in r...]
    n20{if AccessDecision.ALLOW in dec...}
    n21[conflicts.append({'resource&&#35...]
    n22[]
    n23[]
    n24[]
    n25[logger.info('permission_conflicts_detecte...]
    n26[return conflicts]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n16
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n15
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n9
    n15 --> n7
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n24
    n18 -->|Yes| n19
    n18 -->|No| n23
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n17
    n24 --> n25
    n25 --> n26
    n26 --> n2
217. core aiva core authz authz mapper Function get user all permissions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取用戶的所有權限\n\n Args:\n ...] n4[user_roles = self.get_user_roles(...] n5[all_permissions = []] n6{for role in user_roles} n7[role_permissions = self.matrix.get_role...] n8{for perm in role_permissions} n9[all_permissions.append({**perm, 'via...] n10[] n11[] n12[logger.debug('user_all_permissions_retrie...] n13[return all_permissions] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n6 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取用戶的所有權限\n\n        Args:\n      ...]
    n4[user_roles = self.get_user_roles(...]
    n5[all_permissions = []]
    n6{for role in user_roles}
    n7[role_permissions = self.matrix.get_role...]
    n8{for perm in role_permissions}
    n9[all_permissions.append({**perm, 'via...]
    n10[]
    n11[]
    n12[logger.debug('user_all_permissions_retrie...]
    n13[return all_permissions]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n6
    n11 --> n12
    n12 --> n13
    n13 --> n2
218. core aiva core authz authz mapper Function get user roles
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取用戶的所有角色\n\n Args:\n ...] n4[return self.user_roles.get(user_id, [...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取用戶的所有角色\n\n        Args:\n      ...]
    n4[return self.user_roles.get(user_id, [...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
219. core aiva core authz authz mapper Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[from .permission_matrix import PermissionMatrix] n5[matrix = PermissionMatrix()] n6[matrix.grant_permission('admin&#3...] n7[matrix.grant_permission('admin&#3...] n8[matrix.grant_permission('admin&#3...] n9[matrix.grant_permission('user&#39...] n10[matrix.grant_permission('user&#39...] n11[matrix.grant_permission('user&#39...] n12[matrix.grant_permission('guest&#3...] n13[mapper = AuthZMapper(matrix)] n14[mapper.assign_role_to_user('alice&...] n15[mapper.assign_role_to_user('bob&#...] n16[mapper.assign_role_to_user('bob&#...] n17[mapper.set_user_attribute('bob&#3...] n18[print('=== Permission Checks ===&#...] n19[(decision, roles) = mapper.check_user_pe...] n20[print(f'Alice delete database: {deci...] n21[(decision, roles) = mapper.check_user_pe...] n22[print(f'Bob write database: {decisio...] n23[print('\n=== Conflicts ===')] n24[conflicts = mapper.detect_permis...] n25{for conflict in conflicts} n26[print(f'Conflict: {conflict}&am...] n27[] n28[print('\n=== Role Removal Simulation ===&...] n29[impact = mapper.simulate_role...] n30[print(f'Impact: {impact}&&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n25 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[from .permission_matrix import PermissionMatrix]
    n5[matrix = PermissionMatrix()]
    n6[matrix.grant_permission('admin&#3...]
    n7[matrix.grant_permission('admin&#3...]
    n8[matrix.grant_permission('admin&#3...]
    n9[matrix.grant_permission('user&#39...]
    n10[matrix.grant_permission('user&#39...]
    n11[matrix.grant_permission('user&#39...]
    n12[matrix.grant_permission('guest&#3...]
    n13[mapper = AuthZMapper(matrix)]
    n14[mapper.assign_role_to_user('alice&&#3...]
    n15[mapper.assign_role_to_user('bob&#...]
    n16[mapper.assign_role_to_user('bob&#...]
    n17[mapper.set_user_attribute('bob&#3...]
    n18[print('=== Permission Checks ===&&#35...]
    n19[(decision, roles) = mapper.check_user_pe...]
    n20[print(f'Alice delete database: {deci...]
    n21[(decision, roles) = mapper.check_user_pe...]
    n22[print(f'Bob write database: {decisio...]
    n23[print('\n=== Conflicts ===')]
    n24[conflicts = mapper.detect_permis...]
    n25{for conflict in conflicts}
    n26[print(f'Conflict: {conflict}&am...]
    n27[]
    n28[print('\n=== Role Removal Simulation ===&...]
    n29[impact = mapper.simulate_role...]
    n30[print(f'Impact: {impact}&&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n25
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n2
220. core aiva core authz authz mapper Function recommend role consolidation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 推薦角色整合\n\n Args:\n ...] n4[user_roles = self.get_user_roles(...] n5{if len(user_roles) <= 1} n6[return []] n7[] n8[recommendations = []] n9[overlaps = []] n10{for (i, role1) in enumerate(user_ro...} n11{for role2 in user_roles[i + 1:]} n12[role1_perms = self.matrix.get_role...] n13[role2_perms = self.matrix.get_role...] n14[role1_set = {(p['resource&&#...] n15[role2_set = {(p['resource&&#...] n16[overlap = role1_set & role2_se...] n17{if overlap} n18[overlap_ratio = len(overlap) / min(l...] n19[overlaps.append({'role1'...] n20[] n21[] n22[] n23{for overlap in overlaps} n24{if overlap['overlap_ratio' ...} n25[recommendations.append({'type&&#...] n26[] n27[] n28[logger.info('role_consolidation_recommend...] n29[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n22 n11 -->|Yes| n12 n11 -->|No| n21 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n20 n18 --> n19 n19 --> n20 n20 --> n11 n21 --> n10 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n27 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n23 n27 --> n28 n28 --> n29 n29 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        推薦角色整合\n\n        Args:\n         ...]
    n4[user_roles = self.get_user_roles(...]
    n5{if len(user_roles) <= 1}
    n6[return []]
    n7[]
    n8[recommendations = []]
    n9[overlaps = []]
    n10{for (i, role1) in enumerate(user_ro...}
    n11{for role2 in user_roles[i + 1:]}
    n12[role1_perms = self.matrix.get_role...]
    n13[role2_perms = self.matrix.get_role...]
    n14[role1_set = {(p['resource&&#...]
    n15[role2_set = {(p['resource&&#...]
    n16[overlap = role1_set & role2_se...]
    n17{if overlap}
    n18[overlap_ratio = len(overlap) / min(l...]
    n19[overlaps.append({'role1'...]
    n20[]
    n21[]
    n22[]
    n23{for overlap in overlaps}
    n24{if overlap['overlap_ratio'&#9...}
    n25[recommendations.append({'type&&#...]
    n26[]
    n27[]
    n28[logger.info('role_consolidation_recommend...]
    n29[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n22
    n11 -->|Yes| n12
    n11 -->|No| n21
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n20
    n18 --> n19
    n19 --> n20
    n20 --> n11
    n21 --> n10
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n27
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n23
    n27 --> n28
    n28 --> n29
    n29 --> n2
221. core aiva core authz authz mapper Function revoke role from user
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 撤銷用戶的角色\n\n Args:\n ...] n4{if user_id in self.user_roles ...} n5[self.user_roles[user_id].remove(role)] n6[logger.info('role_revoked_from_user&&...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        撤銷用戶的角色\n\n        Args:\n        ...]
    n4{if user_id in self.user_roles ...}
    n5[self.user_roles[user_id].remove(role)]
    n6[logger.info('role_revoked_from_user&&...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
222. core aiva core authz authz mapper Function set user attribute
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 設置用戶屬性\n\n Args:\n ...] n4{if user_id not in self.user_at...} n5[self.user_attributes[user_id] = {}] n6[] n7[self.user_attributes[user_id][attribute] ...] n8[logger.debug('user_attribute_set&#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        設置用戶屬性\n\n        Args:\n         ...]
    n4{if user_id not in self.user_at...}
    n5[self.user_attributes[user_id] = {}]
    n6[]
    n7[self.user_attributes[user_id][attribute] ...]
    n8[logger.debug('user_attribute_set&&#35...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
223. core aiva core authz authz mapper Function simulate role removal
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 模擬移除角色的影響\n\n Args:\n ...] n4[current_permissions = self.get_user_all_pe...] n5[current_count = len(current_permissi...] n6[user_roles = self.user_roles.get(...] n7{if role not in user_roles} n8[return {'error': f&#...] n9[] n10[temp_roles = [r for r in user_rol...] n11[original_roles = self.user_roles[user...] n12[self.user_roles[user_id] = temp_roles] n13[after_permissions = self.get_user_all_pe...] n14[after_count = len(after_permission...] n15[self.user_roles[user_id] = original_roles] n16[lost_permissions = current_count - afte...] n17[impact = {'user_id': user_id...] n18[logger.info('role_removal_simulated&&...] n19[return impact] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        模擬移除角色的影響\n\n        Args:\n      ...]
    n4[current_permissions = self.get_user_all_pe...]
    n5[current_count = len(current_permissi...]
    n6[user_roles = self.user_roles.get(...]
    n7{if role not in user_roles}
    n8[return {'error': f&#...]
    n9[]
    n10[temp_roles = [r for r in user_rol...]
    n11[original_roles = self.user_roles[user...]
    n12[self.user_roles[user_id] = temp_roles]
    n13[after_permissions = self.get_user_all_pe...]
    n14[after_count = len(after_permission...]
    n15[self.user_roles[user_id] = original_roles]
    n16[lost_permissions = current_count - afte...]
    n17[impact = {'user_id': user_id...]
    n18[logger.info('role_removal_simulated&&...]
    n19[return impact]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
224. core aiva core authz matrix visualizer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化視覺化器\n\n Args:\n ...] n4[self.matrix = permission_matrix] n5[logger.info('matrix_visualizer_initialize...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化視覺化器\n\n        Args:\n        ...]
    n4[self.matrix = permission_matrix]
    n5[logger.info('matrix_visualizer_initialize...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
225. core aiva core authz matrix visualizer Function export to csv
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 匯出為 CSV\n\n Args:\n ...] n4[df = self.matrix.to_dataf...] n5[df.to_csv(output_path, index=False, encoding=&...] n6[logger.info('matrix_exported_to_csv&&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        匯出為 CSV\n\n        Args:\n        ...]
    n4[df = self.matrix.to_dataf...]
    n5[df.to_csv(output_path, index=False, encoding=&&#3...]
    n6[logger.info('matrix_exported_to_csv&&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
226. core aiva core authz matrix visualizer Function generate coverage chart
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成權限覆蓋率圖表\n\n Returns:\n ...] n4[analysis = self.matrix.analyze_...] n5[fig = make_subplots(rows=1...] n6[stats = analysis['decision_s...] n7[fig.add_trace(go.Pie(labels=list(stats.keys&#...] n8[fig.add_trace(go.Indicator(mode='gaug...] n9[fig.update_layout(title='Permission Matri...] n10[logger.info('coverage_chart_generated&...] n11[return fig] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成權限覆蓋率圖表\n\n        Returns:\n   ...]
    n4[analysis = self.matrix.analyze_...]
    n5[fig = make_subplots(rows=1...]
    n6[stats = analysis['decision_s...]
    n7[fig.add_trace(go.Pie(labels=list(stats.keys&#...]
    n8[fig.add_trace(go.Indicator(mode='gaug...]
    n9[fig.update_layout(title='Permission Matri...]
    n10[logger.info('coverage_chart_generated&amp...]
    n11[return fig]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
227. core aiva core authz matrix visualizer Function generate heatmap
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成權限熱力圖\n\n Args:\n ...] n4[df = self.matrix.to_dataf...] n5{if df.empty} n6[logger.warning('cannot_generate_heatmap_e...] n7[return go.Figure()] n8[] n9{if permission_type} n10[df = df[df['permission'&#...] n11[] n12[pivot_data = []] n13[roles = sorted(df['role'&...] n14[resources = sorted(df['resource&&...] n15{for resource in resources} n16[row = []] n17{for role in roles} n18[mask = (df['role'] ==...] n19{if mask.any()} n20[decision = df[mask]['decision&...] n21{if decision == AccessDecision....} n22[row.append(2)] n23{if decision == AccessDecision....} n24[row.append(1)] n25[row.append(0)] n26[] n27[] n28[row.append(0)] n29[] n30[] n31[pivot_data.append(row)] n32[] n33[fig = go.Figure(data=go.He...] n34[fig.update_layout(title=f"Permission Matrix ...] n35[logger.info('heatmap_generated&#3...] n36[return fig] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n32 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n30 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n28 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n27 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n26 n25 --> n26 n26 --> n27 n27 --> n29 n28 --> n29 n29 --> n17 n30 --> n31 n31 --> n15 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成權限熱力圖\n\n        Args:\n        ...]
    n4[df = self.matrix.to_dataf...]
    n5{if df.empty}
    n6[logger.warning('cannot_generate_heatmap_e...]
    n7[return go.Figure()]
    n8[]
    n9{if permission_type}
    n10[df = df[df['permission'&#...]
    n11[]
    n12[pivot_data = []]
    n13[roles = sorted(df['role'&...]
    n14[resources = sorted(df['resource&&...]
    n15{for resource in resources}
    n16[row = []]
    n17{for role in roles}
    n18[mask = (df['role'] ==...]
    n19{if mask.any()}
    n20[decision = df[mask]['decision&amp...]
    n21{if decision == AccessDecision....}
    n22[row.append(2)]
    n23{if decision == AccessDecision....}
    n24[row.append(1)]
    n25[row.append(0)]
    n26[]
    n27[]
    n28[row.append(0)]
    n29[]
    n30[]
    n31[pivot_data.append(row)]
    n32[]
    n33[fig = go.Figure(data=go.He...]
    n34[fig.update_layout(title=f"Permission Matrix ...]
    n35[logger.info('heatmap_generated&#3...]
    n36[return fig]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n32
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n30
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n28
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n27
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n26
    n25 --> n26
    n26 --> n27
    n27 --> n29
    n28 --> n29
    n29 --> n17
    n30 --> n31
    n31 --> n15
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n2
228. core aiva core authz matrix visualizer Function generate html report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成 HTML 報告\n\n Args:\n ...] n4[output_path = Path(output_path)] n5[heatmap = self.generate_heatma...] n6[coverage = self.generate_covera...] n7[comparison = self.generate_role_c...] n8[analysis = self.matrix.analyze_...] n9[over_privileged = self.matrix.find_ove...] n10[html_template = '\n<!DOCTYPE html&...] n11[template = Template(html_templa...] n12[html_content = template.render(time...] n13[output_path.write_text(html_content, encoding=&&#...] n14[logger.info('html_report_generated&&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成 HTML 報告\n\n        Args:\n     ...]
    n4[output_path = Path(output_path)]
    n5[heatmap = self.generate_heatma...]
    n6[coverage = self.generate_covera...]
    n7[comparison = self.generate_role_c...]
    n8[analysis = self.matrix.analyze_...]
    n9[over_privileged = self.matrix.find_ove...]
    n10[html_template = '\n<!DOCTYPE html&...]
    n11[template = Template(html_templa...]
    n12[html_content = template.render(time...]
    n13[output_path.write_text(html_content, encoding=&&#...]
    n14[logger.info('html_report_generated&&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
229. core aiva core authz matrix visualizer Function generate role comparison chart
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成角色權限比較圖表\n\n Returns:\n ...] n4[df = self.matrix.to_dataf...] n5{if df.empty} n6[logger.warning('cannot_generate_compariso...] n7[return go.Figure()] n8[] n9[role_stats = {}] n10{for role in self.matrix.roles} n11[perms = self.matrix.get_role...] n12[role_stats[role] = {'total&&...] n13[] n14[roles = list(role_stats.keys...] n15[fig = go.Figure()] n16[fig.add_trace(go.Bar(name='Allow&...] n17[fig.add_trace(go.Bar(name='Conditiona...] n18[fig.add_trace(go.Bar(name='Deny&&...] n19[fig.update_layout(title='Role Permission ...] n20[logger.info('role_comparison_chart_genera...] n21[return fig] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n10 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成角色權限比較圖表\n\n        Returns:\n  ...]
    n4[df = self.matrix.to_dataf...]
    n5{if df.empty}
    n6[logger.warning('cannot_generate_compariso...]
    n7[return go.Figure()]
    n8[]
    n9[role_stats = {}]
    n10{for role in self.matrix.roles}
    n11[perms = self.matrix.get_role...]
    n12[role_stats[role] = {'total&&...]
    n13[]
    n14[roles = list(role_stats.keys...]
    n15[fig = go.Figure()]
    n16[fig.add_trace(go.Bar(name='Allow&...]
    n17[fig.add_trace(go.Bar(name='Conditiona...]
    n18[fig.add_trace(go.Bar(name='Deny&&...]
    n19[fig.update_layout(title='Role Permission ...]
    n20[logger.info('role_comparison_chart_genera...]
    n21[return fig]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n10
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
230. core aiva core authz matrix visualizer Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[from .permission_matrix import PermissionMatrix] n5[matrix = PermissionMatrix()] n6[roles = ['admin', &#3...] n7[resources = ['articles', &...] n8{for role in roles} n9[matrix.add_role(role)] n10[] n11{for resource in resources} n12[matrix.add_resource(resource)] n13[] n14[matrix.grant_permission('admin&#3...] n15[matrix.grant_permission('admin&#3...] n16[matrix.grant_permission('admin&#3...] n17[matrix.grant_permission('editor&#...] n18[matrix.grant_permission('editor&#...] n19[matrix.grant_permission('editor&#...] n20[matrix.grant_permission('editor&#...] n21[matrix.grant_permission('viewer&#...] n22[matrix.grant_permission('viewer&#...] n23[matrix.grant_permission('guest&#3...] n24[visualizer = MatrixVisualizer(mat...] n25[visualizer.generate_html_report('permissi...] n26[print('✅ HTML report generated: permissio...] n27[visualizer.export_to_csv('permission_matr...] n28[print('✅ CSV exported: permission_matrix....] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n11 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[from .permission_matrix import PermissionMatrix]
    n5[matrix = PermissionMatrix()]
    n6[roles = ['admin', &#3...]
    n7[resources = ['articles', &amp...]
    n8{for role in roles}
    n9[matrix.add_role(role)]
    n10[]
    n11{for resource in resources}
    n12[matrix.add_resource(resource)]
    n13[]
    n14[matrix.grant_permission('admin&#3...]
    n15[matrix.grant_permission('admin&#3...]
    n16[matrix.grant_permission('admin&#3...]
    n17[matrix.grant_permission('editor&#...]
    n18[matrix.grant_permission('editor&#...]
    n19[matrix.grant_permission('editor&#...]
    n20[matrix.grant_permission('editor&#...]
    n21[matrix.grant_permission('viewer&#...]
    n22[matrix.grant_permission('viewer&#...]
    n23[matrix.grant_permission('guest&#3...]
    n24[visualizer = MatrixVisualizer(mat...]
    n25[visualizer.generate_html_report('permissi...]
    n26[print('✅ HTML report generated: permissio...]
    n27[visualizer.export_to_csv('permission_matr...]
    n28[print('✅ CSV exported: permission_matrix....]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n11
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n2
231. core aiva core authz permission matrix Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化權限矩陣'] n4[self.roles: set[str] = set()] n5[self.resources: set[str] = set()] n6[self.permissions: set[str] = set()] n7[self.matrix: dict[tuple[str, str, str], Acces...] n8[self.role_inheritance: dict[str, list[str] ...] n9[self.conditions: dict[tuple[str, str, str], s...] n10[logger.info('permission_matrix_initialize...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化權限矩陣']
    n4[self.roles: set[str] = set()]
    n5[self.resources: set[str] = set()]
    n6[self.permissions: set[str] = set()]
    n7[self.matrix: dict[tuple[str, str, str], Acces...]
    n8[self.role_inheritance: dict[str, list[str]&#9...]
    n9[self.conditions: dict[tuple[str, str, str], s...]
    n10[logger.info('permission_matrix_initialize...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
232. core aiva core authz permission matrix Function evaluate condition
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 評估條件表達式\n\n Args:\n ...] n4[try] n5[return eval(condition, {'__builtins_...] n6[] n7[except Exception] n8[logger.error('condition_evaluation_failed...] n9[return False] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n7 n5 --> n6 n6 --> n2 n7 --> n8 n8 --> n9 n9 --> n6 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        評估條件表達式\n\n        Args:\n        ...]
    n4[try]
    n5[return eval(condition, {'__builtins_...]
    n6[]
    n7[except Exception]
    n8[logger.error('condition_evaluation_failed...]
    n9[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n7
    n5 --> n6
    n6 --> n2
    n7 --> n8
    n8 --> n9
    n9 --> n6
233. core aiva core authz permission matrix Function add permission
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加權限\n\n Args:\n ...] n4[self.permissions.add(permission)] n5[logger.debug('permission_added&#3...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加權限\n\n        Args:\n           ...]
    n4[self.permissions.add(permission)]
    n5[logger.debug('permission_added&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
234. core aiva core authz permission matrix Function add resource
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加資源\n\n Args:\n ...] n4[self.resources.add(resource)] n5[logger.debug('resource_added'...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加資源\n\n        Args:\n           ...]
    n4[self.resources.add(resource)]
    n5[logger.debug('resource_added'...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
235. core aiva core authz permission matrix Function add role
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加角色\n\n Args:\n ...] n4[self.roles.add(role)] n5{if inherits_from} n6[self.role_inheritance[role] = inherits_from] n7[logger.info('role_added_with_inheritance&...] n8[logger.info('role_added', rol...] n9[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n9 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加角色\n\n        Args:\n           ...]
    n4[self.roles.add(role)]
    n5{if inherits_from}
    n6[self.role_inheritance[role] = inherits_from]
    n7[logger.info('role_added_with_inheritance&...]
    n8[logger.info('role_added', rol...]
    n9[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n9
    n8 --> n9
    n9 --> n2
236. core aiva core authz permission matrix Function analyze coverage
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析權限覆蓋率\n\n Returns:\n ...] n4[total_possible = len(self.roles) * le...] n5[total_defined = len(self.matrix)] n6[coverage = total_defined / tota...] n7[decision_stats = {AccessDecision.ALLO...] n8{for decision in self.matrix.values()} n9[decision_stats[decision] += 1] n10[] n11[analysis = {'total_roles': l...] n12[logger.info('coverage_analyzed&#3...] n13[return analysis] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析權限覆蓋率\n\n        Returns:\n     ...]
    n4[total_possible = len(self.roles) * le...]
    n5[total_defined = len(self.matrix)]
    n6[coverage = total_defined / tota...]
    n7[decision_stats = {AccessDecision.ALLO...]
    n8{for decision in self.matrix.values()}
    n9[decision_stats[decision] += 1]
    n10[]
    n11[analysis = {'total_roles': l...]
    n12[logger.info('coverage_analyzed&#3...]
    n13[return analysis]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
237. core aiva core authz permission matrix Function check permission
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查權限\n\n Args:\n ...] n4[key = (role, resource, per...] n5{if key in self.matrix} n6[decision = self.matrix[key]] n7{if key in self.conditions and ...} n8[condition = self.conditions[key]] n9{if self._evaluate_condition(co...} n10[return decision] n11[return AccessDecision.DENY] n12[] n13[] n14[return decision] n15[] n16{if role in self.role_inheritance} n17{for parent_role in self.role_inherit...} n18[parent_decision = self.check_permissio...] n19{if parent_decision != AccessDe...} n20[return parent_decision] n21[] n22[] n23[] n24[return AccessDecision.DENY] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n15 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n13 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n23 n17 -->|Yes| n18 n17 -->|No| n22 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n17 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查權限\n\n        Args:\n           ...]
    n4[key = (role, resource, per...]
    n5{if key in self.matrix}
    n6[decision = self.matrix[key]]
    n7{if key in self.conditions and ...}
    n8[condition = self.conditions[key]]
    n9{if self._evaluate_condition(co...}
    n10[return decision]
    n11[return AccessDecision.DENY]
    n12[]
    n13[]
    n14[return decision]
    n15[]
    n16{if role in self.role_inheritance}
    n17{for parent_role in self.role_inherit...}
    n18[parent_decision = self.check_permissio...]
    n19{if parent_decision != AccessDe...}
    n20[return parent_decision]
    n21[]
    n22[]
    n23[]
    n24[return AccessDecision.DENY]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n15
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n13
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n23
    n17 -->|Yes| n18
    n17 -->|No| n22
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n17
    n22 --> n23
    n23 --> n24
    n24 --> n2
238. core aiva core authz permission matrix Function export to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 匯出為字典格式\n\n Returns:\n ...] n4[return {'roles': list(se...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        匯出為字典格式\n\n        Returns:\n     ...]
    n4[return {'roles': list(se...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
239. core aiva core authz permission matrix Function find over privileged roles
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 查找過度授權的角色\n\n Returns:\n ...] n4[role_permission_counts = {}] n5{for role in self.roles} n6[permissions = self.get_role_permis...] n7[allow_count = sum((1 for p in perm...] n8[role_permission_counts[role] = allow_count] n9[] n10[counts = list(role_permission...] n11{if not counts} n12[return []] n13[] n14[mean = np.mean(counts)] n15[std = np.std(counts)] n16[threshold = mean + 2 * std] n17[over_privileged = []] n18{for (role, count) in role_permission_c...} n19{if count > threshold} n20[over_privileged.append({'role&&#...] n21[] n22[] n23[logger.info('over_privileged_roles_found&...] n24[return over_privileged] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 --> n7 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n22 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n18 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        查找過度授權的角色\n\n        Returns:\n   ...]
    n4[role_permission_counts = {}]
    n5{for role in self.roles}
    n6[permissions = self.get_role_permis...]
    n7[allow_count = sum((1 for p in perm...]
    n8[role_permission_counts[role] = allow_count]
    n9[]
    n10[counts = list(role_permission...]
    n11{if not counts}
    n12[return []]
    n13[]
    n14[mean = np.mean(counts)]
    n15[std = np.std(counts)]
    n16[threshold = mean + 2 * std]
    n17[over_privileged = []]
    n18{for (role, count) in role_permission_c...}
    n19{if count > threshold}
    n20[over_privileged.append({'role&&#...]
    n21[]
    n22[]
    n23[logger.info('over_privileged_roles_found&...]
    n24[return over_privileged]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 --> n7
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n22
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n18
    n22 --> n23
    n23 --> n24
    n24 --> n2
240. core aiva core authz permission matrix Function get resource permissions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取資源的所有權限\n\n Args:\n ...] n4[permissions = []] n5{for ((role, res, permission), decision) i...} n6{if res == resource} n7[permissions.append({'role&#3...] n8[] n9[] n10[logger.debug('resource_permissions_retrie...] n11[return permissions] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取資源的所有權限\n\n        Args:\n      ...]
    n4[permissions = []]
    n5{for ((role, res, permission), decision) i...}
    n6{if res == resource}
    n7[permissions.append({'role&#3...]
    n8[]
    n9[]
    n10[logger.debug('resource_permissions_retrie...]
    n11[return permissions]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n11
    n11 --> n2
241. core aiva core authz permission matrix Function get role permissions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取角色的所有權限\n\n Args:\n ...] n4[permissions = []] n5{for ((r, resource, permission), decision)...} n6{if r == role} n7[permissions.append({'resource&&#...] n8[] n9[] n10[logger.debug('role_permissions_retrieved&...] n11[return permissions] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取角色的所有權限\n\n        Args:\n      ...]
    n4[permissions = []]
    n5{for ((r, resource, permission), decision)...}
    n6{if r == role}
    n7[permissions.append({'resource&&#...]
    n8[]
    n9[]
    n10[logger.debug('role_permissions_retrieved&...]
    n11[return permissions]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n11
    n11 --> n2
242. core aiva core authz permission matrix Function grant permission
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 授予權限\n\n Args:\n ...] n4[self.add_role(role)] n5[self.add_resource(resource)] n6[self.add_permission(permission)] n7[key = (role, resource, per...] n8[self.matrix[key] = decision] n9{if condition} n10[self.conditions[key] = condition] n11[logger.info('permission_granted_with_cond...] n12[logger.info('permission_granted&#...] n13[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n13 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        授予權限\n\n        Args:\n           ...]
    n4[self.add_role(role)]
    n5[self.add_resource(resource)]
    n6[self.add_permission(permission)]
    n7[key = (role, resource, per...]
    n8[self.matrix[key] = decision]
    n9{if condition}
    n10[self.conditions[key] = condition]
    n11[logger.info('permission_granted_with_cond...]
    n12[logger.info('permission_granted&#...]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n13
    n12 --> n13
    n13 --> n2
243. core aiva core authz permission matrix Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[matrix = PermissionMatrix()] n5[matrix.add_role('admin')] n6[matrix.add_role('user')] n7[matrix.add_role('guest')] n8[matrix.add_role('power_user',...] n9[matrix.grant_permission('admin&#3...] n10[matrix.grant_permission('admin&#3...] n11[matrix.grant_permission('admin&#3...] n12[matrix.grant_permission('user&#39...] n13[matrix.grant_permission('user&#39...] n14[matrix.grant_permission('guest&#3...] n15[matrix.grant_permission('guest&#3...] n16[print('=== Permission Checks ===&#...] n17[print(f"Admin read database: {matrix.ch...] n18[print(f"User write database (without con...] n19[print(f"User write database (with contex...] n20[print(f"Guest write database: {matrix.c...] n21[print(f"Power user read database (inheri...] n22[print('\n=== Coverage Analysis ===&&#...] n23[analysis = matrix.analyze_cover...] n24[print(f"Coverage: {analysis[&&#...] n25[print(f"Allow: {analysis[&#...] n26[print(f"Deny: {analysis[&#3...] n27[print(f"Conditional: {analysis[&...] n28[print('\n=== DataFrame ===')] n29[df = matrix.to_dataframe(...] n30[print(df)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[matrix = PermissionMatrix()]
    n5[matrix.add_role('admin')]
    n6[matrix.add_role('user')]
    n7[matrix.add_role('guest')]
    n8[matrix.add_role('power_user',...]
    n9[matrix.grant_permission('admin&#3...]
    n10[matrix.grant_permission('admin&#3...]
    n11[matrix.grant_permission('admin&#3...]
    n12[matrix.grant_permission('user&#39...]
    n13[matrix.grant_permission('user&#39...]
    n14[matrix.grant_permission('guest&#3...]
    n15[matrix.grant_permission('guest&#3...]
    n16[print('=== Permission Checks ===&&#35...]
    n17[print(f"Admin read database: {matrix.ch...]
    n18[print(f"User write database (without con...]
    n19[print(f"User write database (with contex...]
    n20[print(f"Guest write database: {matrix.c...]
    n21[print(f"Power user read database (inheri...]
    n22[print('\n=== Coverage Analysis ===&&#...]
    n23[analysis = matrix.analyze_cover...]
    n24[print(f"Coverage: {analysis[&&#...]
    n25[print(f"Allow: {analysis[&#...]
    n26[print(f"Deny: {analysis[&#3...]
    n27[print(f"Conditional: {analysis[&amp...]
    n28[print('\n=== DataFrame ===')]
    n29[df = matrix.to_dataframe(...]
    n30[print(df)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n2
244. core aiva core authz permission matrix Function revoke permission
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 撤銷權限\n\n Args:\n ...] n4[key = (role, resource, per...] n5{if key in self.matrix} n6[del self.matrix[key]] n7{if key in self.conditions} n8[del self.conditions[key]] n9[] n10[logger.info('permission_revoked&#...] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        撤銷權限\n\n        Args:\n           ...]
    n4[key = (role, resource, per...]
    n5{if key in self.matrix}
    n6[del self.matrix[key]]
    n7{if key in self.conditions}
    n8[del self.conditions[key]]
    n9[]
    n10[logger.info('permission_revoked&#...]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
245. core aiva core authz permission matrix Function to dataframe
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 轉換為 Pandas DataFrame\n\n Re...] n4[data = []] n5{for ((role, resource, permission), decision&#...} n6[has_condition = (role, resource, per...] n7[data.append({'role': rol...] n8[] n9[df = pd.DataFrame(data)] n10[logger.debug('matrix_converted_to_datafra...] n11[return df] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        轉換為 Pandas DataFrame\n\n        Re...]
    n4[data = []]
    n5{for ((role, resource, permission), decision&#...}
    n6[has_condition = (role, resource, per...]
    n7[data.append({'role': rol...]
    n8[]
    n9[df = pd.DataFrame(data)]
    n10[logger.debug('matrix_converted_to_datafra...]
    n11[return df]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
246. core aiva core authz permission matrix Function to numpy matrix
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 轉換為 NumPy 矩陣（用於數值分析）\n\n Re...] n4[roles_list = sorted(self.roles)] n5[resources_list = sorted(self.resource...] n6[permissions_list = sorted(self.permissi...] n7[matrix = np.zeros((len(roles_...] n8[role_idx = {role: i for i, role...] n9[resource_idx = {res: i for i, res i...] n10[permission_idx = {perm: i for i, perm...] n11{for ((role, resource, permission), decision&#...} n12[r_idx = role_idx[role]] n13[res_idx = resource_idx[resourc...] n14[p_idx = permission_idx[permi...] n15{if decision == AccessDecision....} n16[matrix[r_idx, res_idx, p_idx] = 1] n17{if decision == AccessDecision....} n18[matrix[r_idx, res_idx, p_idx] = 2] n19[] n20[] n21[] n22[logger.debug('matrix_converted_to_numpy&a...] n23[return (matrix, roles_list, resources...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n21 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n20 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 --> n11 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        轉換為 NumPy 矩陣（用於數值分析）\n\n        Re...]
    n4[roles_list = sorted(self.roles)]
    n5[resources_list = sorted(self.resource...]
    n6[permissions_list = sorted(self.permissi...]
    n7[matrix = np.zeros((len(roles_...]
    n8[role_idx = {role: i for i, role...]
    n9[resource_idx = {res: i for i, res i...]
    n10[permission_idx = {perm: i for i, perm...]
    n11{for ((role, resource, permission), decision&#...}
    n12[r_idx = role_idx[role]]
    n13[res_idx = resource_idx[resourc...]
    n14[p_idx = permission_idx[permi...]
    n15{if decision == AccessDecision....}
    n16[matrix[r_idx, res_idx, p_idx] = 1]
    n17{if decision == AccessDecision....}
    n18[matrix[r_idx, res_idx, p_idx] = 2]
    n19[]
    n20[]
    n21[]
    n22[logger.debug('matrix_converted_to_numpy&a...]
    n23[return (matrix, roles_list, resources...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n21
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n20
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 --> n11
    n21 --> n22
    n22 --> n23
    n23 --> n2
247. core aiva core bio neuron master Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化主控系統\n\n Args:\n codeba...] n4[logger.info('🧠 Initializing BioNeuron Mas...] n5[self.bio_neuron_agent = BioNeuronRAGAgent(co...] n6[from aiva_core.rag import KnowledgeBase, VectorSto...] n7[vector_store = VectorStore(backend=...] n8[knowledge_base = KnowledgeBase(vector...] n9[self.rag_engine = RAGEngine(knowledge_...] n10[self.current_mode = default_mode] n11[self.mode_handlers: dict[OperationMode, Callable]...] n12[self.conversation = ConversationContext(...] n13[self.ui_callbacks: dict[str, Callable] = {&#...] n14[self.task_queue: list[dict[str, Any]] = &...] n15[self.active_tasks: dict[str, dict[str, Any]&#...] n16[logger.info(f'✅ Master Controller initial...] n17[logger.info(f' - BioNeuronRAGAgent: ...] n18[logger.info(f' - RAG Engine: {self...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化主控系統\n\n        Args:\n            codeba...]
    n4[logger.info('🧠 Initializing BioNeuron Mas...]
    n5[self.bio_neuron_agent = BioNeuronRAGAgent(co...]
    n6[from aiva_core.rag import KnowledgeBase, VectorSto...]
    n7[vector_store = VectorStore(backend=...]
    n8[knowledge_base = KnowledgeBase(vector...]
    n9[self.rag_engine = RAGEngine(knowledge_...]
    n10[self.current_mode = default_mode]
    n11[self.mode_handlers: dict[OperationMode, Callable]...]
    n12[self.conversation = ConversationContext(...]
    n13[self.ui_callbacks: dict[str, Callable] = {&#...]
    n14[self.task_queue: list[dict[str, Any]] = &...]
    n15[self.active_tasks: dict[str, dict[str, Any]&#...]
    n16[logger.info(f'✅ Master Controller initial...]
    n17[logger.info(f'   - BioNeuronRAGAgent: &#1...]
    n18[logger.info(f'   - RAG Engine: {self...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
248. core aiva core bio neuron master Function assess risk
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['評估風險等級\n\n Args:\n request...] n4{if isinstance(request, dict)} n5[action = request.get('action'...] n6[action = request.lower()] n7[] n8[high_risk_keywords = ['刪除', &...] n9{if any((keyword in action for ...} n10[return 'high'] n11[] n12[low_risk_keywords = ['查看', &a...] n13{if any((keyword in action for ...} n14[return 'low'] n15[] n16[return 'medium'] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['評估風險等級\n\n        Args:\n            request...]
    n4{if isinstance(request, dict)}
    n5[action = request.get('action'...]
    n6[action = request.lower()]
    n7[]
    n8[high_risk_keywords = ['刪除', &...]
    n9{if any((keyword in action for ...}
    n10[return 'high']
    n11[]
    n12[low_risk_keywords = ['查看', &a...]
    n13{if any((keyword in action for ...}
    n14[return 'low']
    n15[]
    n16[return 'medium']
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n2
249. core aiva core bio neuron master Function format status message
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['格式化狀態消息\n\n Args:\n status...] n4[return f"\n當前系統狀態：\n- 操作模式: {status[&am...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['格式化狀態消息\n\n        Args:\n            status...]
    n4[return f"\n當前系統狀態：\n- 操作模式: {status[&am...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
250. core aiva core bio neuron master Function get system status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取系統狀態\n\n Returns:\n 狀態信息...] n4[return {'mode': self.current...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取系統狀態\n\n        Returns:\n            狀態信息...]
    n4[return {'mode': self.current...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
251. core aiva core bio neuron master Function record interaction
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄交互歷史\n\n Args:\n role: 角...] n4[self.conversation.history.append({'t...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄交互歷史\n\n        Args:\n            role: 角...]
    n4[self.conversation.history.append({'t...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
252. core aiva core bio neuron master Function get conversation history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取對話歷史\n\n Args:\n limit: ...] n4[return self.conversation.history[-lim...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取對話歷史\n\n        Args:\n            limit: ...]
    n4[return self.conversation.history[-lim...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
253. core aiva core bio neuron master Function register ui callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊 UI 回調\n\n Args:\n event...] n4[self.ui_callbacks[event_type] = callback] n5[logger.info(f'Registered UI callback: ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊 UI 回調\n\n        Args:\n            event...]
    n4[self.ui_callbacks[event_type] = callback]
    n5[logger.info(f'Registered UI callback: &#1...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
254. core aiva core bio neuron master Function switch mode
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['切換操作模式\n\n Args:\n mode: 新...] n4[old_mode = self.current_mode] n5[self.current_mode = mode] n6[logger.info(f'Mode switched: {old_mo...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['切換操作模式\n\n        Args:\n            mode: 新...]
    n4[old_mode = self.current_mode]
    n5[self.current_mode = mode]
    n6[logger.info(f'Mode switched: {old_mo...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
255. core aiva core bizlogic finding helper Function create bizlogic finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 創建業務邏輯漏洞 Finding\n\n Args:\n ...] n4[vulnerability = Vulnerability(name=v...] n5[target = FindingTarget(url=ta...] n6[evidence = FindingEvidence(requ...] n7[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n    創建業務邏輯漏洞 Finding\n\n    Args:\n       ...]
    n4[vulnerability = Vulnerability(name=v...]
    n5[target = FindingTarget(url=ta...]
    n6[evidence = FindingEvidence(requ...]
    n7[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
256. core aiva core business schemas Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
257. core aiva core execution execution status monitor Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._worker_heartbeats: dict[str, datetime] = &#...] n4[self._task_metrics: dict[str, dict[str, Any]&...] n5[self._system_metrics: dict[str, Any] = {&...] n6[self._alerts: list[dict[str, Any]] = [...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._worker_heartbeats: dict[str, datetime] = &#...]
    n4[self._task_metrics: dict[str, dict[str, Any]&...]
    n5[self._system_metrics: dict[str, Any] = {&amp...]
    n6[self._alerts: list[dict[str, Any]] = &#91...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
258. core aiva core execution execution status monitor Function get recent alerts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取最近的警報'] n4[one_hour_ago = datetime.now(UTC) - ...] n5[recent_alerts = [alert for alert in ...] n6[return recent_alerts[-10:]] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取最近的警報']
    n4[one_hour_ago = datetime.now(UTC) - ...]
    n5[recent_alerts = [alert for alert in ...]
    n6[return recent_alerts[-10:]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
259. core aiva core execution execution status monitor Function add alert
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 新增警報\n\n Args:\n ...] n4[alert = {'timestamp': dateti...] n5[self._alerts.append(alert)] n6{if len(self._alerts) > 1000} n7[self._alerts = self._alerts[-1000:]] n8[] n9[logger.warning(f'Alert [{level.u...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        新增警報\n\n        Args:\n           ...]
    n4[alert = {'timestamp': dateti...]
    n5[self._alerts.append(alert)]
    n6{if len(self._alerts) > 1000}
    n7[self._alerts = self._alerts[-1000:]]
    n8[]
    n9[logger.warning(f'Alert [{level.u...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n2
260. core aiva core execution execution status monitor Function check sla violations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查SLA違規\n\n Returns:\n ...] n4[violations = []] n5[now = datetime.now(UTC)] n6{for (task_id, metric) in self._task_metric...} n7{if metric['status'] == &a...} n8[runtime = (now - metric['start...] n9{if runtime > 600} n10[violations.append({'task_id&#...] n11[] n12[] n13[] n14[return violations] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n6 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查SLA違規\n\n        Returns:\n     ...]
    n4[violations = []]
    n5[now = datetime.now(UTC)]
    n6{for (task_id, metric) in self._task_metric...}
    n7{if metric['status'] == &a...}
    n8[runtime = (now - metric['start...]
    n9{if runtime > 600}
    n10[violations.append({'task_id&&#35...]
    n11[]
    n12[]
    n13[]
    n14[return violations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 --> n2
261. core aiva core execution execution status monitor Function get system health
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取系統健康狀態\n\n Returns:\n ...] n4[now = datetime.now(UTC)] n5[active_workers = 0] n6[unhealthy_workers = []] n7{for (worker_id, last_heartbeat) in self._worker_h...} n8{if (now - last_heartbeat).tota...} n9[active_workers += 1] n10[unhealthy_workers.append({'worker_id...] n11[] n12[] n13[self._system_metrics['active_workers&...] n14[total_tasks = self._system_metrics...] n15[failed_tasks = self._system_metrics...] n16[failure_rate = failed_tasks / max(t...] n17{if failure_rate > 50} n18[status = 'critical'] n19{if failure_rate > 20 or active...} n20[status = 'warning'] n21{if len(unhealthy_workers) > 0} n22[status = 'degraded'] n23[status = 'healthy'] n24[] n25[] n26[] n27[return {'status': status, &a...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n26 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n25 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取系統健康狀態\n\n        Returns:\n    ...]
    n4[now = datetime.now(UTC)]
    n5[active_workers = 0]
    n6[unhealthy_workers = []]
    n7{for (worker_id, last_heartbeat) in self._worker_h...}
    n8{if (now - last_heartbeat).tota...}
    n9[active_workers += 1]
    n10[unhealthy_workers.append({'worker_id...]
    n11[]
    n12[]
    n13[self._system_metrics['active_workers&...]
    n14[total_tasks = self._system_metrics...]
    n15[failed_tasks = self._system_metrics...]
    n16[failure_rate = failed_tasks / max(t...]
    n17{if failure_rate > 50}
    n18[status = 'critical']
    n19{if failure_rate > 20 or active...}
    n20[status = 'warning']
    n21{if len(unhealthy_workers) > 0}
    n22[status = 'degraded']
    n23[status = 'healthy']
    n24[]
    n25[]
    n26[]
    n27[return {'status': status, &a...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n26
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n25
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n2
262. core aiva core execution execution status monitor Function record task completion
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 記錄任務完成\n\n Args:\n ...] n4{if task_id not in self._task_m...} n5[return] n6[] n7[task_metric = self._task_metrics[t...] n8[end_time = datetime.now(UTC)] n9{if not duration_seconds} n10[duration_seconds = (end_time - task_met...] n11[] n12[task_metric.update({'end_time&&#...] n13[self._system_metrics['total_tasks_process...] n14{if not success} n15[self._system_metrics['failed_tasks&&#...] n16[] n17[total_tasks = self._system_metrics...] n18[old_avg = self._system_metrics...] n19[self._system_metrics['avg_task_duration&a...] n20[status_text = 'success' if succes...] n21[logger.info(f'Task {task_id} co...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        記錄任務完成\n\n        Args:\n         ...]
    n4{if task_id not in self._task_m...}
    n5[return]
    n6[]
    n7[task_metric = self._task_metrics[t...]
    n8[end_time = datetime.now(UTC)]
    n9{if not duration_seconds}
    n10[duration_seconds = (end_time - task_met...]
    n11[]
    n12[task_metric.update({'end_time&&#...]
    n13[self._system_metrics['total_tasks_process...]
    n14{if not success}
    n15[self._system_metrics['failed_tasks&&#...]
    n16[]
    n17[total_tasks = self._system_metrics...]
    n18[old_avg = self._system_metrics...]
    n19[self._system_metrics['avg_task_duration&a...]
    n20[status_text = 'success' if succes...]
    n21[logger.info(f'Task {task_id} co...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
263. core aiva core execution execution status monitor Function record task start
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 記錄任務開始執行\n\n Args:\n ...] n4[self._task_metrics[task_id] = {'...] n5[logger.info(f'Task {task_id} st...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        記錄任務開始執行\n\n        Args:\n       ...]
    n4[self._task_metrics[task_id] = {'...]
    n5[logger.info(f'Task {task_id} st...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
264. core aiva core execution execution status monitor Function record worker heartbeat
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 記錄Worker心跳\n\n Args:\n ...] n4[self._worker_heartbeats[worker_id] = datetime.now...] n5[logger.debug(f'Heartbeat received from wo...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        記錄Worker心跳\n\n        Args:\n     ...]
    n4[self._worker_heartbeats[worker_id] = datetime.now...]
    n5[logger.debug(f'Heartbeat received from wo...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
265. core aiva core execution plan executor Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化執行器\n\n Args:\n mq_clie...] n4[self.mq_client = mq_client] n5[self.trace_logger = trace_logger or Trac...] n6[self.storage = storage_backend] n7[self.active_sessions: dict[str, SessionState] = &...] n8[logger.info('PlanExecutor initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化執行器\n\n        Args:\n            mq_clie...]
    n4[self.mq_client = mq_client]
    n5[self.trace_logger = trace_logger or Trac...]
    n6[self.storage = storage_backend]
    n7[self.active_sessions: dict[str, SessionState] = &...]
    n8[logger.info('PlanExecutor initialized&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
266. core aiva core execution plan executor Function calculate metrics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算執行指標\n\n Args:\n plan: 攻...] n4[expected_steps = len(plan.steps)] n5[executed_steps = len(trace_records)] n6[completed_steps = sum((1 for t in trac...] n7[failed_steps = sum((1 for t in trac...] n8[skipped_steps = sum((1 for t in trac...] n9[completion_rate = completed_steps / ex...] n10[success_rate = completed_steps / ex...] n11[sequence_accuracy = self._calculate_sequ...] n12[goal_achieved = completion_rate >= 0...] n13[reward_score = completion_rate * 0....] n14[total_execution_time = sum((t.execution_tim...] n15[return PlanExecutionMetrics(plan_id=p...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算執行指標\n\n        Args:\n            plan: 攻...]
    n4[expected_steps = len(plan.steps)]
    n5[executed_steps = len(trace_records)]
    n6[completed_steps = sum((1 for t in trac...]
    n7[failed_steps = sum((1 for t in trac...]
    n8[skipped_steps = sum((1 for t in trac...]
    n9[completion_rate = completed_steps / ex...]
    n10[success_rate = completed_steps / ex...]
    n11[sequence_accuracy = self._calculate_sequ...]
    n12[goal_achieved = completion_rate >= 0...]
    n13[reward_score = completion_rate * 0....]
    n14[total_execution_time = sum((t.execution_tim...]
    n15[return PlanExecutionMetrics(plan_id=p...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
267. core aiva core execution plan executor Function calculate sequence accuracy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算順序準確度\n\n Args:\n plan: ...] n4{if not trace_records} n5[return 0.0] n6[] n7[expected_order = [step.step_id for st...] n8[actual_order = [trace.step_id for t...] n9[matches = sum((1 for i, step_i...] n10[return matches / len(expected_order) ...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算順序準確度\n\n        Args:\n            plan: ...]
    n4{if not trace_records}
    n5[return 0.0]
    n6[]
    n7[expected_order = [step.step_id for st...]
    n8[actual_order = [trace.step_id for t...]
    n9[matches = sum((1 for i, step_i...]
    n10[return matches / len(expected_order) ...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
268. core aiva core execution plan executor Function generate recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成改進建議\n\n Args:\n plan: 攻...] n4[recommendations = []] n5{if metrics.success_rate < 0.5} n6[recommendations.append('成功率過低，建議檢查工具配置和目標...] n7[] n8{if metrics.completion_rate < 0.7} n9[recommendations.append('完成率不足，建議優化步驟依賴和錯誤...] n10[] n11{if metrics.sequence_accuracy <...} n12[recommendations.append('執行順序偏差，建議檢查依賴關係定義...] n13[] n14[failed_steps = [t for t in trace_re...] n15{if len(failed_steps) > 0} n16[recommendations.append(f'有 {len(...] n17[] n18[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成改進建議\n\n        Args:\n            plan: 攻...]
    n4[recommendations = []]
    n5{if metrics.success_rate < 0.5}
    n6[recommendations.append('成功率過低，建議檢查工具配置和目標...]
    n7[]
    n8{if metrics.completion_rate < 0.7}
    n9[recommendations.append('完成率不足，建議優化步驟依賴和錯誤...]
    n10[]
    n11{if metrics.sequence_accuracy <...}
    n12[recommendations.append('執行順序偏差，建議檢查依賴關係定義...]
    n13[]
    n14[failed_steps = [t for t in trace_re...]
    n15{if len(failed_steps) > 0}
    n16[recommendations.append(f'有 {len(...]
    n17[]
    n18[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n2
269. core aiva core execution plan executor Function prepare task payload
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['準備任務 Payload\n\n Args:\n p...] n4[task_id = f'task_{uuid4().hex ...] n5[target = FunctionTaskTarget(u...] n6[payload = FunctionTaskPayload(...] n7{if not payload.metadata} n8[payload.metadata = {}] n9[] n10[payload.metadata.update({'session_id...] n11[return payload] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['準備任務 Payload\n\n        Args:\n            p...]
    n4[task_id = f'task_{uuid4().hex&#9...]
    n5[target = FunctionTaskTarget(u...]
    n6[payload = FunctionTaskPayload(...]
    n7{if not payload.metadata}
    n8[payload.metadata = {}]
    n9[]
    n10[payload.metadata.update({'session_id...]
    n11[return payload]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
270. core aiva core execution task generator Function from strategy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[tasks: list[tuple[Topic, FunctionTaskPayload]...] n4{for (index, x) in enumerate(plan.ge...} n5[tasks.append((Topic.TASK_FUNCTION_XSS, FunctionTa...] n6[] n7{for (index, x) in enumerate(plan.ge...} n8[tasks.append((Topic.TASK_FUNCTION_SQLI, FunctionT...] n9[] n10{for (index, x) in enumerate(plan.ge...} n11[tasks.append((Topic.TASK_FUNCTION_SSRF, FunctionT...] n12[] n13[return tasks] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n4 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n7 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n10 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[tasks: list[tuple[Topic, FunctionTaskPayload]...]
    n4{for (index, x) in enumerate(plan.ge...}
    n5[tasks.append((Topic.TASK_FUNCTION_XSS, FunctionTa...]
    n6[]
    n7{for (index, x) in enumerate(plan.ge...}
    n8[tasks.append((Topic.TASK_FUNCTION_SQLI, FunctionT...]
    n9[]
    n10{for (index, x) in enumerate(plan.ge...}
    n11[tasks.append((Topic.TASK_FUNCTION_SSRF, FunctionT...]
    n12[]
    n13[return tasks]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n4
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n7
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n10
    n12 --> n13
    n13 --> n2
271. core aiva core execution task queue manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._task_queues: dict[str, PriorityQueue] = def...] n4[self._task_status: dict[str, dict[str, Any]&#...] n5[self._scan_stats: dict[str, dict[str, int] ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._task_queues: dict[str, PriorityQueue] = def...]
    n4[self._task_status: dict[str, dict[str, Any]&#...]
    n5[self._scan_stats: dict[str, dict[str, int]&#9...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
272. core aiva core execution task queue manager Function enqueue task
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將任務加入佇列\n\n Args:\n ...] n4[scan_id = task_payload.scan_id] n5[task_id = task_payload.task_id] n6[priority = task_payload.priorit...] n7[queue_item = (-priority, datetime...] n8[self._task_queues[scan_id].put(queue_item)] n9[self._task_status[task_id] = {'s...] n10[self._scan_stats[scan_id]['total&...] n11[self._scan_stats[scan_id]['pendin...] n12[logger.info(f'Enqueued task {task_id...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將任務加入佇列\n\n        Args:\n        ...]
    n4[scan_id = task_payload.scan_id]
    n5[task_id = task_payload.task_id]
    n6[priority = task_payload.priorit...]
    n7[queue_item = (-priority, datetime...]
    n8[self._task_queues[scan_id].put(queue_item)]
    n9[self._task_status[task_id] = {'s...]
    n10[self._scan_stats[scan_id]['total&...]
    n11[self._scan_stats[scan_id]['pendin...]
    n12[logger.info(f'Enqueued task {task_id...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
273. core aiva core execution task queue manager Function get pending tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取待執行任務列表\n\n Args:\n ...] n4[pending_tasks = []] n5{for (task_id, task_info) in self._task_status...} n6{if task_info['scan_id'] =...} n7[pending_tasks.append({'task_id&&...] n8[] n9[] n10[pending_tasks.sort(key=lambda x: x['p...] n11[return pending_tasks] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取待執行任務列表\n\n        Args:\n      ...]
    n4[pending_tasks = []]
    n5{for (task_id, task_info) in self._task_status...}
    n6{if task_info['scan_id'] =...}
    n7[pending_tasks.append({'task_id&&...]
    n8[]
    n9[]
    n10[pending_tasks.sort(key=lambda x: x['p...]
    n11[return pending_tasks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n11
    n11 --> n2
274. core aiva core execution task queue manager Function get queue status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取佇列整體狀態'] n4[total_scans = len(self._scan_stats...] n5[total_tasks = sum((stats['total&a...] n6[pending_tasks = sum((stats['pendi...] n7[running_tasks = sum((stats['runni...] n8[return {'total_scans': total...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取佇列整體狀態']
    n4[total_scans = len(self._scan_stats...]
    n5[total_tasks = sum((stats['total&a...]
    n6[pending_tasks = sum((stats['pendi...]
    n7[running_tasks = sum((stats['runni...]
    n8[return {'total_scans': total...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
275. core aiva core execution task queue manager Function mark task completed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['標記任務為完成'] n4{if task_id in self._task_status} n5[task_info = self._task_status[ta...] n6[old_status = task_info['status&#3...] n7[task_info['status'] = &am...] n8[task_info['completed_at']...] n9{if result} n10[task_info['result'] = result] n11[] n12[scan_id = task_info['scan_id'...] n13{if old_status == 'running'} n14[self._scan_stats[scan_id]['runnin...] n15[self._scan_stats[scan_id]['comple...] n16[] n17[logger.info(f'Task {task_id} co...] n18[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n18 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['標記任務為完成']
    n4{if task_id in self._task_status}
    n5[task_info = self._task_status[ta...]
    n6[old_status = task_info['status&#3...]
    n7[task_info['status'] = &am...]
    n8[task_info['completed_at']...]
    n9{if result}
    n10[task_info['result'] = result]
    n11[]
    n12[scan_id = task_info['scan_id'...]
    n13{if old_status == 'running'}
    n14[self._scan_stats[scan_id]['runnin...]
    n15[self._scan_stats[scan_id]['comple...]
    n16[]
    n17[logger.info(f'Task {task_id} co...]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n18
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
276. core aiva core execution task queue manager Function mark task failed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['標記任務為失敗'] n4{if task_id in self._task_status} n5[task_info = self._task_status[ta...] n6[old_status = task_info['status&#3...] n7[task_info['status'] = &am...] n8[task_info['failed_at'] = ...] n9[task_info['error'] = error] n10[scan_id = task_info['scan_id'...] n11{if old_status in ['pending', ...} n12[self._scan_stats[scan_id][old_status] -= 1] n13[self._scan_stats[scan_id]['failed...] n14[] n15[logger.warning(f'Task {task_id}...] n16[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n16 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['標記任務為失敗']
    n4{if task_id in self._task_status}
    n5[task_info = self._task_status[ta...]
    n6[old_status = task_info['status&#3...]
    n7[task_info['status'] = &am...]
    n8[task_info['failed_at'] = ...]
    n9[task_info['error'] = error]
    n10[scan_id = task_info['scan_id'...]
    n11{if old_status in ['pending', ...}
    n12[self._scan_stats[scan_id][old_status] -= 1]
    n13[self._scan_stats[scan_id]['failed...]
    n14[]
    n15[logger.warning(f'Task {task_id}...]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n16
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
277. core aiva core execution task queue manager Function mark task running
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['標記任務為執行中'] n4{if task_id in self._task_status} n5[task_info = self._task_status[ta...] n6[old_status = task_info['status&#3...] n7[task_info['status'] = &am...] n8[task_info['started_at'] =...] n9[scan_id = task_info['scan_id'...] n10{if old_status == 'pending'} n11[self._scan_stats[scan_id]['pendin...] n12[self._scan_stats[scan_id]['runnin...] n13[] n14[logger.info(f'Task {task_id} is...] n15[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n15 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['標記任務為執行中']
    n4{if task_id in self._task_status}
    n5[task_info = self._task_status[ta...]
    n6[old_status = task_info['status&#3...]
    n7[task_info['status'] = &am...]
    n8[task_info['started_at'] =...]
    n9[scan_id = task_info['scan_id'...]
    n10{if old_status == 'pending'}
    n11[self._scan_stats[scan_id]['pendin...]
    n12[self._scan_stats[scan_id]['runnin...]
    n13[]
    n14[logger.info(f'Task {task_id} is...]
    n15[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n15
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
278. core aiva core execution task queue manager Function update task queue
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 更新任務佇列\n\n Args:\n ...] n4[task_count = len(updated_tasks)] n5[logger.info(f'Task queue update requested...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        更新任務佇列\n\n        Args:\n         ...]
    n4[task_count = len(updated_tasks)]
    n5[logger.info(f'Task queue update requested...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
279. core aiva core execution trace logger Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化追蹤記錄器\n\n Args:\n stora...] n4[self.storage = storage_backend] n5[self.active_sessions: dict[str, SessionState] = &...] n6[logger.info('TraceLogger initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化追蹤記錄器\n\n        Args:\n            stora...]
    n4[self.storage = storage_backend]
    n5[self.active_sessions: dict[str, SessionState] = &...]
    n6[logger.info('TraceLogger initialized&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
280. core aiva core execution trace logger Function update session state
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新會話狀態\n\n Args:\n session...] n4{if session_id not in self.acti...} n5[logger.warning(f'Session {session_id...] n6[return] n7[] n8[session = self.active_sessions...] n9{if status == 'success' and ste...} n10[session.completed_steps.append(step_id)] n11[] n12{if step_id in session.pending_...} n13[session.pending_steps.remove(step_id)] n14[] n15[session.current_step_index += 1] n16[session.updated_at = datetime.now(UTC)] n17[logger.debug(f'Updated session {sess...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新會話狀態\n\n        Args:\n            session...]
    n4{if session_id not in self.acti...}
    n5[logger.warning(f'Session {session_id...]
    n6[return]
    n7[]
    n8[session = self.active_sessions...]
    n9{if status == 'success' and ste...}
    n10[session.completed_steps.append(step_id)]
    n11[]
    n12{if step_id in session.pending_...}
    n13[session.pending_steps.remove(step_id)]
    n14[]
    n15[session.current_step_index += 1]
    n16[session.updated_at = datetime.now(UTC)]
    n17[logger.debug(f'Updated session {sess...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
281. core aiva core execution trace logger Function abort session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['中止會話\n\n Args:\n session_i...] n4[self.update_session_status(session_id, 'a...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['中止會話\n\n        Args:\n            session_i...]
    n4[self.update_session_status(session_id, 'a...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
282. core aiva core execution trace logger Function complete session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['完成會話\n\n Args:\n session_i...] n4[self.update_session_status(session_id, 'c...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['完成會話\n\n        Args:\n            session_i...]
    n4[self.update_session_status(session_id, 'c...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
283. core aiva core execution trace logger Function create session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建新的會話\n\n Args:\n plan_id...] n4[session_id = f'session_{uuid4()....] n5[timeout_at = datetime.now(UTC)] n6[timeout_at = timeout_at.replace(m...] n7[session = SessionState(session...] n8[self.active_sessions[session_id] = session] n9[logger.info(f'Created session {sessi...] n10[return session] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建新的會話\n\n        Args:\n            plan_id...]
    n4[session_id = f'session_{uuid4()....]
    n5[timeout_at = datetime.now(UTC)]
    n6[timeout_at = timeout_at.replace(m...]
    n7[session = SessionState(session...]
    n8[self.active_sessions[session_id] = session]
    n9[logger.info(f'Created session {sessi...]
    n10[return session]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
284. core aiva core execution trace logger Function create trace record
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建追蹤記錄\n\n Args:\n plan_id...] n4[trace_id = f'trace_{uuid4().hex...] n5[trace = TraceRecord(trace_id...] n6[logger.info(f'Created trace record {...] n7[return trace] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建追蹤記錄\n\n        Args:\n            plan_id...]
    n4[trace_id = f'trace_{uuid4().hex...]
    n5[trace = TraceRecord(trace_id...]
    n6[logger.info(f'Created trace record {...]
    n7[return trace]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
285. core aiva core execution trace logger Function fail session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['標記會話為失敗\n\n Args:\n sessio...] n4[self.update_session_status(session_id, 'f...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['標記會話為失敗\n\n        Args:\n            sessio...]
    n4[self.update_session_status(session_id, 'f...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
286. core aiva core execution trace logger Function get session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取會話狀態\n\n Args:\n session...] n4[return self.active_sessions.get(sessi...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取會話狀態\n\n        Args:\n            session...]
    n4[return self.active_sessions.get(sessi...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
287. core aiva core execution trace logger Function update session status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新會話狀態\n\n Args:\n session...] n4{if session_id in self.active_s...} n5[self.active_sessions[session_id].status = status] n6[self.active_sessions[session_id].updated_at = dat...] n7[logger.info(f'Updated session {sessi...] n8[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新會話狀態\n\n        Args:\n            session...]
    n4{if session_id in self.active_s...}
    n5[self.active_sessions[session_id].status = status]
    n6[self.active_sessions[session_id].updated_at = dat...]
    n7[logger.info(f'Updated session {sessi...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
288. core aiva core execution tracer execution monitor Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化監控器\n\n Args:\n trace_r...] n4[self.trace_recorder = trace_recorder or Tr...] n5[self.active_contexts: dict[str, ExecutionContext]...] n6[logger.info('ExecutionMonitor initialized...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化監控器\n\n        Args:\n            trace_r...]
    n4[self.trace_recorder = trace_recorder or Tr...]
    n5[self.active_contexts: dict[str, ExecutionContext]...]
    n6[logger.info('ExecutionMonitor initialized...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
289. core aiva core execution tracer execution monitor Function complete task execution
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['完成任務執行\n\n Args:\n context...] n4[self.trace_recorder.record_task_end(trace_session_...] n5{if context.task_id in self.act...} n6[del self.active_contexts[context.task_id]] n7[] n8[status = 'successfully' if su...] n9[logger.info(f'Task {context.task_id&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['完成任務執行\n\n        Args:\n            context...]
    n4[self.trace_recorder.record_task_end(trace_session_...]
    n5{if context.task_id in self.act...}
    n6[del self.active_contexts[context.task_id]]
    n7[]
    n8[status = 'successfully' if su...]
    n9[logger.info(f'Task {context.task_id&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
290. core aiva core execution tracer execution monitor Function finalize monitoring
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['結束監控\n\n Args:\n trace_ses...] n4[trace = self.trace_recorder....] n5{if trace} n6[logger.info(f'Monitoring completed for se...] n7[] n8[return trace] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['結束監控\n\n        Args:\n            trace_ses...]
    n4[trace = self.trace_recorder....]
    n5{if trace}
    n6[logger.info(f'Monitoring completed for se...]
    n7[]
    n8[return trace]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
291. core aiva core execution tracer execution monitor Function get active tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取正在執行的任務列表'] n4[return list(self.active_contexts.keys...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取正在執行的任務列表']
    n4[return list(self.active_contexts.keys...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
292. core aiva core execution tracer execution monitor Function get trace summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取軌跡摘要\n\n Args:\n trace_s...] n4[trace = self.trace_recorder....] n5{if not trace} n6[return None] n7[] n8[type_counts = {}] n9{for entry in trace.entries} n10[trace_type = entry.trace_type.val...] n11[type_counts[trace_type] = type_counts.get(tra...] n12[] n13[duration = None] n14{if trace.end_time} n15[duration = (trace.end_time - tr...] n16[] n17[return {'trace_session_id': ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n9 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取軌跡摘要\n\n        Args:\n            trace_s...]
    n4[trace = self.trace_recorder....]
    n5{if not trace}
    n6[return None]
    n7[]
    n8[type_counts = {}]
    n9{for entry in trace.entries}
    n10[trace_type = entry.trace_type.val...]
    n11[type_counts[trace_type] = type_counts.get(tra...]
    n12[]
    n13[duration = None]
    n14{if trace.end_time}
    n15[duration = (trace.end_time - tr...]
    n16[]
    n17[return {'trace_session_id': ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n9
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n2
293. core aiva core execution tracer execution monitor Function record decision point
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄決策點\n\n Args:\n context:...] n4[content = {'decision_type': ...] n5[self.trace_recorder.record(trace_session_id=contex...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄決策點\n\n        Args:\n            context:...]
    n4[content = {'decision_type': ...]
    n5[self.trace_recorder.record(trace_session_id=contex...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
294. core aiva core execution tracer execution monitor Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤\n\n Args:\n context: ...] n4[self.trace_recorder.record_error(trace_session_id=...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤\n\n        Args:\n            context: ...]
    n4[self.trace_recorder.record_error(trace_session_id=...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
295. core aiva core execution tracer execution monitor Function record step
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄執行步驟\n\n Args:\n context...] n4[content = {'step': step_name...] n5[self.trace_recorder.record(trace_session_id=contex...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄執行步驟\n\n        Args:\n            context...]
    n4[content = {'step': step_name...]
    n5[self.trace_recorder.record(trace_session_id=contex...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
296. core aiva core execution tracer execution monitor Function record tool invocation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄工具調用\n\n Args:\n context...] n4[content = {'tool': tool_name...] n5[self.trace_recorder.record(trace_session_id=contex...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄工具調用\n\n        Args:\n            context...]
    n4[content = {'tool': tool_name...]
    n5[self.trace_recorder.record(trace_session_id=contex...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
297. core aiva core execution tracer execution monitor Function start monitoring
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['開始監控執行計畫\n\n Args:\n plan:...] n4[trace_metadata = {'plan_id':...] n5[trace = self.trace_recorder....] n6[logger.info(f'Started monitoring plan ...] n7[return trace] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['開始監控執行計畫\n\n        Args:\n            plan:...]
    n4[trace_metadata = {'plan_id':...]
    n5[trace = self.trace_recorder....]
    n6[logger.info(f'Started monitoring plan &#1...]
    n7[return trace]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
298. core aiva core execution tracer execution monitor Function start task execution
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['開始執行任務\n\n Args:\n trace_s...] n4[context = ExecutionContext(pla...] n5[self.active_contexts[task.task_id] = context] n6[task_info = {'task_id': task...] n7[self.trace_recorder.record_task_start(trace_sessio...] n8[logger.info(f'Started task execution: ...] n9[return context] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['開始執行任務\n\n        Args:\n            trace_s...]
    n4[context = ExecutionContext(pla...]
    n5[self.active_contexts[task.task_id] = context]
    n6[task_info = {'task_id': task...]
    n7[self.trace_recorder.record_task_start(trace_sessio...]
    n8[logger.info(f'Started task execution: &#1...]
    n9[return context]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
299. core aiva core execution tracer task executor Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化執行器\n\n Args:\n executi...] n4[self.monitor = execution_monitor or...] n5[logger.info('TaskExecutor initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化執行器\n\n        Args:\n            executi...]
    n4[self.monitor = execution_monitor or...]
    n5[logger.info('TaskExecutor initialized&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
300. core aiva core execution tracer trace recorder Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化記錄器'] n4[self.active_traces: dict[str, ExecutionTrace] = &...] n5[logger.info('TraceRecorder initialized&am...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化記錄器']
    n4[self.active_traces: dict[str, ExecutionTrace] = &...]
    n5[logger.info('TraceRecorder initialized&am...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
301. core aiva core execution tracer trace recorder Function add entry
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加軌跡條目'] n4[self.entries.append(entry)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加軌跡條目']
    n4[self.entries.append(entry)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
302. core aiva core execution tracer trace recorder Function finalize trace
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['結束軌跡記錄\n\n Args:\n trace_s...] n4[trace = self.active_traces.g...] n5{if trace} n6[trace.finalize()] n7[logger.info(f'Finalized trace session ...] n8[return trace] n9[] n10[return None] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['結束軌跡記錄\n\n        Args:\n            trace_s...]
    n4[trace = self.active_traces.g...]
    n5{if trace}
    n6[trace.finalize()]
    n7[logger.info(f'Finalized trace session &#1...]
    n8[return trace]
    n9[]
    n10[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
303. core aiva core execution tracer trace recorder Function finalize
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['結束軌跡記錄'] n4[self.end_time = datetime.now()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['結束軌跡記錄']
    n4[self.end_time = datetime.now()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
304. core aiva core execution tracer trace recorder Function get entries by task
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取特定任務的所有軌跡'] n4[return [e for e in self.entries if e....] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取特定任務的所有軌跡']
    n4[return [e for e in self.entries if e....]
    n1 --> n3
    n3 --> n4
    n4 --> n2
305. core aiva core execution tracer trace recorder Function get entries by type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取特定類型的所有軌跡'] n4[return [e for e in self.entries if e....] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取特定類型的所有軌跡']
    n4[return [e for e in self.entries if e....]
    n1 --> n3
    n3 --> n4
    n4 --> n2
306. core aiva core execution tracer trace recorder Function get trace
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取軌跡'] n4[return self.active_traces.get(trace_s...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取軌跡']
    n4[return self.active_traces.get(trace_s...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
307. core aiva core execution tracer trace recorder Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤'] n4[self.record(trace_session_id=trace_session_id, tra...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤']
    n4[self.record(trace_session_id=trace_session_id, tra...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
308. core aiva core execution tracer trace recorder Function record http request
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 HTTP 請求'] n4[self.record(trace_session_id=trace_session_id, tra...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 HTTP 請求']
    n4[self.record(trace_session_id=trace_session_id, tra...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
309. core aiva core execution tracer trace recorder Function record http response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 HTTP 回應'] n4[self.record(trace_session_id=trace_session_id, tra...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 HTTP 回應']
    n4[self.record(trace_session_id=trace_session_id, tra...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
310. core aiva core execution tracer trace recorder Function record log
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄日誌'] n4[self.record(trace_session_id=trace_session_id, tra...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄日誌']
    n4[self.record(trace_session_id=trace_session_id, tra...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
311. core aiva core execution tracer trace recorder Function record task end
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄任務結束'] n4[self.record(trace_session_id=trace_session_id, tra...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄任務結束']
    n4[self.record(trace_session_id=trace_session_id, tra...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
312. core aiva core execution tracer trace recorder Function record task start
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄任務開始'] n4[self.record(trace_session_id=trace_session_id, tra...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄任務開始']
    n4[self.record(trace_session_id=trace_session_id, tra...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
313. core aiva core execution tracer trace recorder Function record
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄一條軌跡\n\n Args:\n trace_s...] n4[trace = self.active_traces.g...] n5{if not trace} n6[logger.warning(f'Trace session {trac...] n7[return None] n8[] n9[entry = TraceEntry(trace_id=...] n10[trace.add_entry(entry)] n11[logger.debug(f'Recorded {trace_type....] n12[return entry] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄一條軌跡\n\n        Args:\n            trace_s...]
    n4[trace = self.active_traces.g...]
    n5{if not trace}
    n6[logger.warning(f'Trace session {trac...]
    n7[return None]
    n8[]
    n9[entry = TraceEntry(trace_id=...]
    n10[trace.add_entry(entry)]
    n11[logger.debug(f'Recorded {trace_type....]
    n12[return entry]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
314. core aiva core execution tracer trace recorder Function start trace
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['開始一個新的軌跡記錄\n\n Args:\n pla...] n4[trace_session_id = f'trace_{uuid4(&#...] n5[trace = ExecutionTrace(trace...] n6[self.active_traces[trace_session_id] = trace] n7[logger.info(f'Started trace session {...] n8[return trace] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['開始一個新的軌跡記錄\n\n        Args:\n            pla...]
    n4[trace_session_id = f'trace_{uuid4(&#...]
    n5[trace = ExecutionTrace(trace...]
    n6[self.active_traces[trace_session_id] = trace]
    n7[logger.info(f'Started trace session &#123...]
    n8[return trace]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
315. core aiva core execution tracer trace recorder Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典'] n4[return {'trace_session_id': ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典']
    n4[return {'trace_session_id': ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
316. core aiva core execution tracer trace recorder Function to json
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為 JSON 字串'] n4[return json.dumps(self.to_dict(), ens...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為 JSON 字串']
    n4[return json.dumps(self.to_dict(), ens...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
317. core aiva core learning experience manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化經驗管理器\n\n Args:\n stora...] n4[self.storage = storage_backend] n5[logger.info('ExperienceManager initialize...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化經驗管理器\n\n        Args:\n            stora...]
    n4[self.storage = storage_backend]
    n5[logger.info('ExperienceManager initialize...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
318. core aiva core learning experience manager Function auto label
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['自動標註樣本\n\n Args:\n metrics...] n4{if metrics.goal_achieved and m...} n5[return 'success'] n6{if metrics.completion_rate >= ...} n7[return 'partial_success'] n8[return 'failure'] n9[] n10[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n10 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['自動標註樣本\n\n        Args:\n            metrics...]
    n4{if metrics.goal_achieved and m...}
    n5[return 'success']
    n6{if metrics.completion_rate >= ...}
    n7[return 'partial_success']
    n8[return 'failure']
    n9[]
    n10[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n10
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
319. core aiva core learning experience manager Function calculate quality score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算樣本質量分數\n\n Args:\n resul...] n4[factors = []] n5[completion_factor = result.metrics.compl...] n6[factors.append(completion_factor * 0.3)] n7[trace_completeness = min(sum((1 for t in ...] n8[factors.append(trace_completeness * 0.3)] n9[result_clarity = 1.0 if result.metric...] n10[factors.append(result_clarity * 0.2)] n11[anomaly_factor = 1.0 - min(len(result...] n12[factors.append(anomaly_factor * 0.2)] n13[return sum(factors)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算樣本質量分數\n\n        Args:\n            resul...]
    n4[factors = []]
    n5[completion_factor = result.metrics.compl...]
    n6[factors.append(completion_factor * 0.3)]
    n7[trace_completeness = min(sum((1 for t in ...]
    n8[factors.append(trace_completeness * 0.3)]
    n9[result_clarity = 1.0 if result.metric...]
    n10[factors.append(result_clarity * 0.2)]
    n11[anomaly_factor = 1.0 - min(len(result...]
    n12[factors.append(anomaly_factor * 0.2)]
    n13[return sum(factors)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
320. core aiva core learning experience manager Function extract context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取場景上下文\n\n Args:\n plan: ...] n4[return {'attack_type': plan....] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取場景上下文\n\n        Args:\n            plan: ...]
    n4[return {'attack_type': plan....]
    n1 --> n3
    n3 --> n4
    n4 --> n2
321. core aiva core learning model trainer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化訓練器\n\n Args:\n model_d...] n4[self.model_dir = model_dir or Path('....] n5[self.model_dir.mkdir(parents=True, exist_ok=True)] n6[self.storage = storage_backend] n7[self.current_model: Any | None = None] n8[self.model_version = 'v0.0.0'] n9[logger.info(f'ModelTrainer initialized wi...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化訓練器\n\n        Args:\n            model_d...]
    n4[self.model_dir = model_dir or Path('....]
    n5[self.model_dir.mkdir(parents=True, exist_ok=True)]
    n6[self.storage = storage_backend]
    n7[self.current_model: Any | None = None]
    n8[self.model_version = 'v0.0.0']
    n9[logger.info(f'ModelTrainer initialized wi...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
322. core aiva core learning model trainer Function build state vector
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建狀態向量\n\n Args:\n sample:...] n4[state = []] n5[attack_type = sample.context.get('...] n6[state.extend(self._encode_attack_type(attack_type...] n7[progress = step_index / max(len...] n8[state.append(progress)] n9[completed = sum((1 for t in samp...] n10[state.append(completed / max(len(sample.plan....] n11[return np.array(state, dtype=np.float...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建狀態向量\n\n        Args:\n            sample:...]
    n4[state = []]
    n5[attack_type = sample.context.get('...]
    n6[state.extend(self._encode_attack_type(attack_type...]
    n7[progress = step_index / max(len...]
    n8[state.append(progress)]
    n9[completed = sum((1 for t in samp...]
    n10[state.append(completed / max(len(sample.plan....]
    n11[return np.array(state, dtype=np.float...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
323. core aiva core learning model trainer Function calculate step reward
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算步驟獎勵\n\n Args:\n trace: ...] n4[reward = 0.0] n5{if trace.status == 'success'} n6[reward += 1.0] n7{if trace.status == 'failed'} n8[reward -= 0.5] n9[] n10[] n11{if step_index < len(sample.pla...} n12[expected_step = sample.plan.steps[st...] n13{if expected_step.step_id == tr...} n14[reward += 0.5] n15[] n16[] n17{if trace.output_data.get('find...} n18[reward += 2.0] n19[] n20{if trace.execution_time_second...} n21[reward -= 0.2] n22[] n23[return reward] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n10 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n16 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算步驟獎勵\n\n        Args:\n            trace: ...]
    n4[reward = 0.0]
    n5{if trace.status == 'success'}
    n6[reward += 1.0]
    n7{if trace.status == 'failed'}
    n8[reward -= 0.5]
    n9[]
    n10[]
    n11{if step_index < len(sample.pla...}
    n12[expected_step = sample.plan.steps[st...]
    n13{if expected_step.step_id == tr...}
    n14[reward += 0.5]
    n15[]
    n16[]
    n17{if trace.output_data.get('find...}
    n18[reward += 2.0]
    n19[]
    n20{if trace.execution_time_second...}
    n21[reward -= 0.2]
    n22[]
    n23[return reward]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n10
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n16
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n2
324. core aiva core learning model trainer Function encode action
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['編碼動作\n\n Args:\n trace: 追蹤...] n4[tool_map = {'function_sqli':...] n5[return tool_map.get(trace.tool_name, ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['編碼動作\n\n        Args:\n            trace: 追蹤...]
    n4[tool_map = {'function_sqli':...]
    n5[return tool_map.get(trace.tool_name, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
325. core aiva core learning model trainer Function encode attack type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['編碼攻擊類型\n\n Args:\n attack_...] n4[types = ['SQLI', &#39...] n5[return [1.0 if t == attack_type else ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['編碼攻擊類型\n\n        Args:\n            attack_...]
    n4[types = ['SQLI', &#39...]
    n5[return [1.0 if t == attack_type else ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
326. core aiva core learning model trainer Function extract features
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從樣本中提取特徵向量\n\n Args:\n sam...] n4[features: list[float] = []] n5[attack_types = ['SQLI', &...] n6[attack_type = sample.context.get('...] n7[attack_one_hot = [1.0 if t == attack_...] n8[features.extend(attack_one_hot)] n9[features.append(float(len(sample.plan.steps&#...] n10[features.append(float(len(sample.plan.depende...] n11[metrics = sample.metrics] n12[features.extend([metrics.completion_rate, metrics...] n13[target_info = sample.context.get('...] n14[features.append(1.0 if target_info.get(&#...] n15[features.append(len(target_info.get(&#...] n16[return np.array(features, dtype=np.fl...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從樣本中提取特徵向量\n\n        Args:\n            sam...]
    n4[features: list[float] = []]
    n5[attack_types = ['SQLI', &...]
    n6[attack_type = sample.context.get('...]
    n7[attack_one_hot = [1.0 if t == attack_...]
    n8[features.extend(attack_one_hot)]
    n9[features.append(float(len(sample.plan.steps&#...]
    n10[features.append(float(len(sample.plan.depende...]
    n11[metrics = sample.metrics]
    n12[features.extend([metrics.completion_rate, metrics...]
    n13[target_info = sample.context.get('...]
    n14[features.append(1.0 if target_info.get(&#...]
    n15[features.append(len(target_info.get(&&#35...]
    n16[return np.array(features, dtype=np.fl...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
327. core aiva core learning model trainer Function increment version
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['遞增版本號\n\n Args:\n current_...] n4[parts = current_version.lstr...] n5[(major, minor, patch) = map(int, parts)] n6[patch += 1] n7[return f'v{major}.{minor}...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['遞增版本號\n\n        Args:\n            current_...]
    n4[parts = current_version.lstr...]
    n5[(major, minor, patch) = map(int, parts)]
    n6[patch += 1]
    n7[return f'v{major}.{minor}...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
328. core aiva core learning model trainer Function prepare rl data
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['準備強化學習數據（episode 格式）\n\n Args:\n ...] n4[episodes = []] n5{for sample in samples} n6[states = []] n7[actions = []] n8[rewards = []] n9{for (i, trace) in enumerate(sample....} n10[state = self._build_state_ve...] n11[states.append(state)] n12[action = self._encode_action(...] n13[actions.append(action)] n14[reward = self._calculate_step...] n15[rewards.append(reward)] n16[] n17[episode = {'states': np.arra...] n18[episodes.append(episode)] n19[] n20[return episodes] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n19 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n16 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n9 n16 --> n17 n17 --> n18 n18 --> n5 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['準備強化學習數據（episode 格式）\n\n        Args:\n     ...]
    n4[episodes = []]
    n5{for sample in samples}
    n6[states = []]
    n7[actions = []]
    n8[rewards = []]
    n9{for (i, trace) in enumerate(sample....}
    n10[state = self._build_state_ve...]
    n11[states.append(state)]
    n12[action = self._encode_action(...]
    n13[actions.append(action)]
    n14[reward = self._calculate_step...]
    n15[rewards.append(reward)]
    n16[]
    n17[episode = {'states': np.arra...]
    n18[episodes.append(episode)]
    n19[]
    n20[return episodes]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n19
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n16
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n9
    n16 --> n17
    n17 --> n18
    n18 --> n5
    n19 --> n20
    n20 --> n2
329. core aiva core learning model trainer Function prepare supervised data
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['準備監督學習數據\n\n Args:\n sampl...] n4[X = []] n5[y = []] n6{for sample in samples} n7[features = self._extract_featur...] n8[X.append(features)] n9[label = 1 if sample.label ==...] n10[y.append(label)] n11[] n12[X = np.array(X)] n13[y = np.array(y)] n14[split_idx = int(len(X) * (1 - va...] n15[indices = np.random.permutatio...] n16[X = X[indices]] n17[y = y[indices]] n18[(X_train, X_val) = (X[:split_idx], X&...] n19[(y_train, y_val) = (y[:split_idx], y&...] n20[return (X_train, y_train, X_val, y_va...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n6 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['準備監督學習數據\n\n        Args:\n            sampl...]
    n4[X = []]
    n5[y = []]
    n6{for sample in samples}
    n7[features = self._extract_featur...]
    n8[X.append(features)]
    n9[label = 1 if sample.label ==...]
    n10[y.append(label)]
    n11[]
    n12[X = np.array(X)]
    n13[y = np.array(y)]
    n14[split_idx = int(len(X) * (1 - va...]
    n15[indices = np.random.permutatio...]
    n16[X = X[indices]]
    n17[y = y[indices]]
    n18[(X_train, X_val) = (X[:split_idx], X&...]
    n19[(y_train, y_val) = (y[:split_idx], y&...]
    n20[return (X_train, y_train, X_val, y_va...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n6
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
330. core aiva core multilang coordinator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化多語言 AI 協調器'] n4[logger.info('🌐 初始化多語言 AI 協調器...&#...] n5[self.language_modules = self._register_langu...] n6[self.coordination_history = []] n7[self.ai_workload_distribution = {}] n8[logger.info(f'✅ 已註冊 {len(self.la...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化多語言 AI 協調器']
    n4[logger.info('🌐 初始化多語言 AI 協調器...&#...]
    n5[self.language_modules = self._register_langu...]
    n6[self.coordination_history = []]
    n7[self.ai_workload_distribution = {}]
    n8[logger.info(f'✅ 已註冊 {len(self.la...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
331. core aiva core multilang coordinator Function analyze task requirements
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析任務需求'] n4[analysis = {'complexity_score&#3...] n5[description = task.description.low...] n6[capability_mapping = {'ssrf'...] n7{for (keyword, modules) in capability_mappin...} n8{if keyword in description} n9[analysis['required_capabilities&#...] n10[analysis['complexity_score'&#...] n11[] n12[] n13[analysis['required_capabilities&#...] n14[analysis['complexity_score'&#...] n15[return analysis] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析任務需求']
    n4[analysis = {'complexity_score&#3...]
    n5[description = task.description.low...]
    n6[capability_mapping = {'ssrf'...]
    n7{for (keyword, modules) in capability_mappin...}
    n8{if keyword in description}
    n9[analysis['required_capabilities&#...]
    n10[analysis['complexity_score'&#...]
    n11[]
    n12[]
    n13[analysis['required_capabilities&#...]
    n14[analysis['complexity_score'&#...]
    n15[return analysis]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
332. core aiva core multilang coordinator Function distribute ai tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分配任務給各 AI 模組'] n4[assignments = {}] n5{for module in selected_modules} n6{if module.status == 'master'} n7[assignments[module.module_name] = {&#...] n8[assignments[module.module_name] = {&#...] n9[] n10[] n11[return assignments] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分配任務給各 AI 模組']
    n4[assignments = {}]
    n5{for module in selected_modules}
    n6{if module.status == 'master'}
    n7[assignments[module.module_name] = {&&#35...]
    n8[assignments[module.module_name] = {&&#35...]
    n9[]
    n10[]
    n11[return assignments]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
333. core aiva core multilang coordinator Function generate final recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成最終建議'] n4[recommendations = []] n5{for (module_name, result) in execution_results...} n6{if result['result'][&...} n7{if 'detection_results' in resu...} n8[recommendations.append(f'建議關注 {modul...] n9{if 'analysis_results' in resul...} n10[recommendations.append(f'參考 {module_...] n11{if 'frontend_analysis' in resu...} n12[recommendations.append(f'注意 {module_...] n13[] n14[] n15[] n16[] n17[] n18{if len(execution_results) > 2} n19[recommendations.append('多語言 AI 協調良好，建議保持當...] n20[] n21[recommendations.append('定期更新各語言 AI 模組以維持最...] n22[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n17 n6 -->|Yes| n7 n6 -->|No| n16 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n15 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n5 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成最終建議']
    n4[recommendations = []]
    n5{for (module_name, result) in execution_results...}
    n6{if result['result'][&...}
    n7{if 'detection_results' in resu...}
    n8[recommendations.append(f'建議關注 {modul...]
    n9{if 'analysis_results' in resul...}
    n10[recommendations.append(f'參考 {module_...]
    n11{if 'frontend_analysis' in resu...}
    n12[recommendations.append(f'注意 {module_...]
    n13[]
    n14[]
    n15[]
    n16[]
    n17[]
    n18{if len(execution_results) > 2}
    n19[recommendations.append('多語言 AI 協調良好，建議保持當...]
    n20[]
    n21[recommendations.append('定期更新各語言 AI 模組以維持最...]
    n22[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n17
    n6 -->|Yes| n7
    n6 -->|No| n16
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n15
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n5
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
334. core aiva core multilang coordinator Function generate master synthesis
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成主控 AI 綜合分析'] n4[successful_results = [r for r in executio...] n5[languages_used = {r['language&&#...] n6[synthesis = f'基於 {len(successful...] n7[synthesis += f"涉及 {', &#...] n8[synthesis += f'針對「{task.description}...] n9{if len(successful_results) >= 3} n10[synthesis += '多語言 AI 協同效果優異，各模組專業能力得到充分發揮。&am...] n11{if len(successful_results) >= 2} n12[synthesis += 'AI 協調運作正常，達到預期的分析效果。'] n13[synthesis += '基礎 AI 功能運作正常，建議啟用更多專業模組以增強分析能力。...] n14[] n15[] n16[return synthesis] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n15 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成主控 AI 綜合分析']
    n4[successful_results = [r for r in executio...]
    n5[languages_used = {r['language&&#...]
    n6[synthesis = f'基於 {len(successful...]
    n7[synthesis += f"涉及 {', &&#35...]
    n8[synthesis += f'針對「{task.description&#125...]
    n9{if len(successful_results) >= 3}
    n10[synthesis += '多語言 AI 協同效果優異，各模組專業能力得到充分發揮。&am...]
    n11{if len(successful_results) >= 2}
    n12[synthesis += 'AI 協調運作正常，達到預期的分析效果。']
    n13[synthesis += '基礎 AI 功能運作正常，建議啟用更多專業模組以增強分析能力。...]
    n14[]
    n15[]
    n16[return synthesis]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n15
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
335. core aiva core multilang coordinator Function generate specific task
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['為特定 AI 模組生成具體任務'] n4[task_mapping = {'SSRFDetector&#3...] n5[return task_mapping.get(module.module...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['為特定 AI 模組生成具體任務']
    n4[task_mapping = {'SSRFDetector&#3...]
    n5[return task_mapping.get(module.module...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
336. core aiva core multilang coordinator Function record coordination history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄協調歷史'] n4[history_entry = {'timestamp'...] n5[self.coordination_history.append(history_entry)] n6{if len(self.coordination_histo...} n7[self.coordination_history.pop(0)] n8[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄協調歷史']
    n4[history_entry = {'timestamp'...]
    n5[self.coordination_history.append(history_entry)]
    n6{if len(self.coordination_histo...}
    n7[self.coordination_history.pop(0)]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n2
337. core aiva core multilang coordinator Function register language modules
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊各語言 AI 模組'] n4[modules = {'python_master': ...] n5[return modules] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊各語言 AI 模組']
    n4[modules = {'python_master': ...]
    n5[return modules]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
338. core aiva core multilang coordinator Function select optimal ai modules
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['選擇最佳 AI 模組組合'] n4[selected = []] n5[selected.append(self.language_modules[&#3...] n6{for capability_module in analysis['requir...} n7{if capability_module in self.l...} n8[module = self.language_module...] n9{if module.ai_active and module...} n10[selected.append(module)] n11[] n12[] n13[] n14{if len(selected) == 1} n15[selected.append(self.language_modules[&#3...] n16[] n17[logger.info(f'🤖 選擇了 {len(selecte...] n18{for module in selected} n19[logger.info(f' {module.language...] n20[] n21[return selected] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n6 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n18 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['選擇最佳 AI 模組組合']
    n4[selected = []]
    n5[selected.append(self.language_modules[&#3...]
    n6{for capability_module in analysis['requir...}
    n7{if capability_module in self.l...}
    n8[module = self.language_module...]
    n9{if module.ai_active and module...}
    n10[selected.append(module)]
    n11[]
    n12[]
    n13[]
    n14{if len(selected) == 1}
    n15[selected.append(self.language_modules[&#3...]
    n16[]
    n17[logger.info(f'🤖 選擇了 {len(selecte...]
    n18{for module in selected}
    n19[logger.info(f'   {module.language&#1...]
    n20[]
    n21[return selected]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n18
    n20 --> n21
    n21 --> n2
339. core aiva core multilang coordinator Function get coordination statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取協調統計'] n4{if not self.coordination_history} n5[return {'no_history': True&#...] n6[] n7[total_coordinations = len(self.coordinatio...] n8[avg_efficiency = sum((h['coordina...] n9[avg_success_rate = sum((h['succes...] n10[language_usage = {}] n11{for history in self.coordination...} n12{for lang in history['language...} n13[language_usage[lang] = language_usage.get(l...] n14[] n15[] n16[return {'total_coordinations&#39...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n15 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n12 n14 --> n11 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取協調統計']
    n4{if not self.coordination_history}
    n5[return {'no_history': True&#...]
    n6[]
    n7[total_coordinations = len(self.coordinatio...]
    n8[avg_efficiency = sum((h['coordina...]
    n9[avg_success_rate = sum((h['succes...]
    n10[language_usage = {}]
    n11{for history in self.coordination...}
    n12{for lang in history['language...}
    n13[language_usage[lang] = language_usage.get(l...]
    n14[]
    n15[]
    n16[return {'total_coordinations&#39...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n12
    n14 --> n11
    n15 --> n16
    n16 --> n2
340. core aiva core nlg system Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化自然語言生成器'] n4[self.response_templates = self._init_response_...] n5[self.context_analyzers = self._init_context_a...] n6[self.personality_traits = {'professional...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化自然語言生成器']
    n4[self.response_templates = self._init_response_...]
    n5[self.context_analyzers = self._init_context_a...]
    n6[self.personality_traits = {'professional...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
341. core aiva core nlg system Function analyze context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析上下文'] n4[user_input = context.get('user_in...] n5[tool_result = context.get('tool_re...] n6[bio_result = context.get('bio_res...] n7[analyzed = {'user_input': us...] n8[return analyzed] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析上下文']
    n4[user_input = context.get('user_in...]
    n5[tool_result = context.get('tool_re...]
    n6[bio_result = context.get('bio_res...]
    n7[analyzed = {'user_input': us...]
    n8[return analyzed]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
342. core aiva core nlg system Function analyze sentiment
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析情感傾向'] n4[sentiment = {'urgent': False...] n5{for (emotion, patterns) in self.context_anal...} n6[sentiment[emotion] = any((re.search(p...] n7[] n8[return sentiment] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n5 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析情感傾向']
    n4[sentiment = {'urgent': False...]
    n5{for (emotion, patterns) in self.context_anal...}
    n6[sentiment[emotion] = any((re.search(p...]
    n7[]
    n8[return sentiment]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n5
    n7 --> n8
    n8 --> n2
343. core aiva core nlg system Function detect intent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測用戶意圖'] n4[input_lower = user_input.lower()] n5{for (intent, patterns) in self.context_anal...} n6{if any((re.search(pattern, inp...} n7[return intent.replace('_request&#...] n8[] n9[] n10[return 'general'] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測用戶意圖']
    n4[input_lower = user_input.lower()]
    n5{for (intent, patterns) in self.context_anal...}
    n6{if any((re.search(pattern, inp...}
    n7[return intent.replace('_request&#...]
    n8[]
    n9[]
    n10[return 'general']
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n2
344. core aiva core nlg system Function determine response type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['確定回應類型'] n4[intent = analyzed_context['in...] n5[success = analyzed_context['su...] n6[tool = analyzed_context['to...] n7{if 'Reader' in tool} n8[return 'code_operations.reading'] n9{if 'Writer' in tool} n10[return 'code_operations.writing'] n11{if 'Analyzer' in tool} n12[return 'code_operations.analysis'] n13{if 'Detector' in tool or inten...} n14[return 'security_operations.scanning&#...] n15{if intent == 'coordinate'} n16[return 'system_control.coordination'] n17{if intent == 'status'} n18[return 'communication.status'] n19[status = 'success' if success...] n20[return f'task_completion.{status}&a...] n21[] n22[] n23[] n24[] n25[] n26[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n26 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n25 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n24 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n23 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n22 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n21 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['確定回應類型']
    n4[intent = analyzed_context['in...]
    n5[success = analyzed_context['su...]
    n6[tool = analyzed_context['to...]
    n7{if 'Reader' in tool}
    n8[return 'code_operations.reading']
    n9{if 'Writer' in tool}
    n10[return 'code_operations.writing']
    n11{if 'Analyzer' in tool}
    n12[return 'code_operations.analysis']
    n13{if 'Detector' in tool or inten...}
    n14[return 'security_operations.scanning&&#35...]
    n15{if intent == 'coordinate'}
    n16[return 'system_control.coordination']
    n17{if intent == 'status'}
    n18[return 'communication.status']
    n19[status = 'success' if success...]
    n20[return f'task_completion.{status}&a...]
    n21[]
    n22[]
    n23[]
    n24[]
    n25[]
    n26[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n26
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n25
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n24
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n23
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n22
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n21
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
345. core aiva core nlg system Function extract entities
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取實體'] n4[entities = {'files': [&#...] n5[file_matches = re.findall('\\b\\w+\...] n6[entities['files'] = [...] n7[vuln_patterns = self.context_analyze...] n8{for pattern in vuln_patterns} n9{if re.search(pattern, user_inp...} n10[entities['vulnerabilities' ...] n11[] n12[] n13[return entities] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n8 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取實體']
    n4[entities = {'files': [&#...]
    n5[file_matches = re.findall('\\b\\w+\...]
    n6[entities['files'] = [...]
    n7[vuln_patterns = self.context_analyze...]
    n8{for pattern in vuln_patterns}
    n9{if re.search(pattern, user_inp...}
    n10[entities['vulnerabilities'&#9...]
    n11[]
    n12[]
    n13[return entities]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 --> n2
346. core aiva core nlg system Function extract filename
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取檔案名稱'] n4[user_input = context.get('user_in...] n5[files = context.get('entitie...] n6{if files} n7[return files[0]] n8[] n9[file_match = re.search('\\b(\\w+\...] n10{if file_match} n11[return file_match.group(1)] n12[] n13[return '目標檔案'] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取檔案名稱']
    n4[user_input = context.get('user_in...]
    n5[files = context.get('entitie...]
    n6{if files}
    n7[return files[0]]
    n8[]
    n9[file_match = re.search('\\b(\\w+\...]
    n10{if file_match}
    n11[return file_match.group(1)]
    n12[]
    n13[return '目標檔案']
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n2
347. core aiva core nlg system Function extract technical details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取技術細節'] n4[details = {}] n5{if 'lines' in tool_result} n6[details['lines'] = tool_r...] n7[] n8{if 'bytes_written' in tool_result} n9[details['bytes_written'] ...] n10[] n11{if 'analysis' in tool_result} n12[details['analysis'] = too...] n13[] n14{if 'vulnerabilities_found' in ...} n15[details['vulnerabilities_found&#3...] n16[] n17[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取技術細節']
    n4[details = {}]
    n5{if 'lines' in tool_result}
    n6[details['lines'] = tool_r...]
    n7[]
    n8{if 'bytes_written' in tool_result}
    n9[details['bytes_written'] ...]
    n10[]
    n11{if 'analysis' in tool_result}
    n12[details['analysis'] = too...]
    n13[]
    n14{if 'vulnerabilities_found' in ...}
    n15[details['vulnerabilities_found&#3...]
    n16[]
    n17[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n2
348. core aiva core nlg system Function fill template
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['填充模板變數'] n4[variables = {'action': conte...] n5[try] n6[return template.format(**variables)] n7[] n8[except KeyError] n9[missing_var = str(e).strip("&...] n10[variables[missing_var] = f'[{...] n11[return template.format(**variables)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n8 n6 --> n7 n7 --> n2 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n7 
flowchart TB
    n1([開始])
    n2([結束])
    n3['填充模板變數']
    n4[variables = {'action': conte...]
    n5[try]
    n6[return template.format(**variables)]
    n7[]
    n8[except KeyError]
    n9[missing_var = str(e).strip("&&#3...]
    n10[variables[missing_var] = f'[&#123...]
    n11[return template.format(**variables)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n8
    n6 --> n7
    n7 --> n2
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n7
349. core aiva core nlg system Function generate result detail
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成結果詳情'] n4[tool_result = context.get('tool_re...] n5[tech_details = context.get('technic...] n6{if 'lines' in tech_details} n7[return f"讀取了 {tech_details[&#39...] n8{if 'bytes_written' in tech_det...} n9[return f"成功寫入 {tech_details[&#3...] n10{if 'analysis' in tech_details} n11[return f"分析結果：{tech_details[&#3...] n12{if tool_result.get('status'&#...} n13[return '操作成功完成'] n14[return '處理完成'] n15[] n16[] n17[] n18[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n18 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n17 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n16 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成結果詳情']
    n4[tool_result = context.get('tool_re...]
    n5[tech_details = context.get('technic...]
    n6{if 'lines' in tech_details}
    n7[return f"讀取了 {tech_details[&#39...]
    n8{if 'bytes_written' in tech_det...}
    n9[return f"成功寫入 {tech_details[&#3...]
    n10{if 'analysis' in tech_details}
    n11[return f"分析結果：{tech_details[&#3...]
    n12{if tool_result.get('status'&#...}
    n13[return '操作成功完成']
    n14[return '處理完成']
    n15[]
    n16[]
    n17[]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n18
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n17
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n16
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
350. core aiva core nlg system Function init context analyzers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化上下文分析器'] n4[return {'intent_patterns': &...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化上下文分析器']
    n4[return {'intent_patterns': &...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
351. core aiva core nlg system Function init response templates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化回應模板'] n4[return {'task_completion': &...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化回應模板']
    n4[return {'task_completion': &...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
352. core aiva core nlg system Function post process response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['後處理優化回應'] n4{if not any((marker in response...} n5[aiva_signatures = ['(AIVA 自主執行)&a...] n6[response += f' {random.choice(aiva_s...] n7[] n8[confidence = context.get('confide...] n9{if confidence < 0.5} n10[response = response.replace('✅&#3...] n11{if confidence > 0.9} n12[response = response.replace('完成...] n13[] n14[] n15[return response] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['後處理優化回應']
    n4{if not any((marker in response...}
    n5[aiva_signatures = ['(AIVA 自主執行)&a...]
    n6[response += f' {random.choice(aiva_s...]
    n7[]
    n8[confidence = context.get('confide...]
    n9{if confidence < 0.5}
    n10[response = response.replace('✅&#3...]
    n11{if confidence > 0.9}
    n12[response = response.replace('完成...]
    n13[]
    n14[]
    n15[return response]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
353. core aiva core nlg system Function select template
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['選擇合適的模板'] n4[type_parts = response_type.split(...] n5[category = type_parts[0]] n6[subcategory = type_parts[1] if len...] n7[templates = self.response_templa...] n8{if not templates} n9[return '✅ 任務已完成，結果：{result_summary}...] n10[] n11{if context.get('sentiment', &...} n12[return min(templates, key=len)] n13{if context.get('sentiment', &...} n14[return templates[-1] if templates els...] n15[return random.choice(templates)] n16[] n17[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n17 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n16 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['選擇合適的模板']
    n4[type_parts = response_type.split(...]
    n5[category = type_parts[0]]
    n6[subcategory = type_parts[1] if len...]
    n7[templates = self.response_templa...]
    n8{if not templates}
    n9[return '✅ 任務已完成，結果：{result_summary}...]
    n10[]
    n11{if context.get('sentiment', &...}
    n12[return min(templates, key=len)]
    n13{if context.get('sentiment', &...}
    n14[return templates[-1] if templates els...]
    n15[return random.choice(templates)]
    n16[]
    n17[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n17
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n16
    n15 --> n16
    n16 --> n17
    n17 --> n2
354. core aiva core nlg system Function generate response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成自然語言回應'] n4[analyzed_context = self._analyze_contex...] n5{if response_type == 'auto'} n6[response_type = self._determine_resp...] n7[] n8[template = self._select_templat...] n9[response = self._fill_template(...] n10[final_response = self._post_process_r...] n11[return final_response] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成自然語言回應']
    n4[analyzed_context = self._analyze_contex...]
    n5{if response_type == 'auto'}
    n6[response_type = self._determine_resp...]
    n7[]
    n8[template = self._select_templat...]
    n9[response = self._fill_template(...]
    n10[final_response = self._post_process_r...]
    n11[return final_response]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
355. core aiva core nlg system Function test nlg system
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試自然語言生成系統'] n4[print('🧠 AIVA 自然語言生成系統測試')] n5[print('=' * 40)] n6[nlg = AIVANaturalLanguageG...] n7[test_contexts = [{'user_input&&#...] n8{for (i, context) in enumerate(test_co...} n9[print(f"\n測試 {i}: {context ...] n10[response = nlg.generate_respons...] n11[print(f'AIVA: {response}&&#...] n12[] n13[print('\n✅ 自然語言生成測試完成！')] n14[print('💡 AIVA 無需 GPT-4 也能生成高品質中文回應&&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 --> n10 n10 --> n11 n11 --> n8 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試自然語言生成系統']
    n4[print('🧠 AIVA 自然語言生成系統測試')]
    n5[print('=' * 40)]
    n6[nlg = AIVANaturalLanguageG...]
    n7[test_contexts = [{'user_input&&#...]
    n8{for (i, context) in enumerate(test_co...}
    n9[print(f"\n測試 {i}: {context&#9...]
    n10[response = nlg.generate_respons...]
    n11[print(f'AIVA: {response}&&#...]
    n12[]
    n13[print('\n✅ 自然語言生成測試完成！')]
    n14[print('💡 AIVA 無需 GPT-4 也能生成高品質中文回應&&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 --> n10
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 --> n14
    n14 --> n2
356. core aiva core optimized core Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[print('🧠 AIVA 自主 AI 分析中...')] n4[self.analyze_current_capabilities()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[print('🧠 AIVA 自主 AI 分析中...')]
    n4[self.analyze_current_capabilities()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
357. core aiva core optimized core Function get cache key
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成快取鍵值'] n4[return str(hash(x.tobytes()))] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成快取鍵值']
    n4[return str(hash(x.tobytes()))]
    n1 --> n3
    n3 --> n4
    n4 --> n2
358. core aiva core optimized core Function get memory usage mb
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取當前記憶體使用量（MB）'] n4[try] n5[import psutil] n6[process = psutil.Process()] n7[return process.memory_info().rss / 10...] n8[] n9[except ImportError] n10[import tracemalloc] n11{if tracemalloc.is_tracing()} n12[(current, peak) = tracemalloc.get_trac...] n13[return current / 1024 / 1024] n14[] n15[return 0.0] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n9 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n15 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n14 n14 --> n8 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取當前記憶體使用量（MB）']
    n4[try]
    n5[import psutil]
    n6[process = psutil.Process()]
    n7[return process.memory_info().rss / 10...]
    n8[]
    n9[except ImportError]
    n10[import tracemalloc]
    n11{if tracemalloc.is_tracing()}
    n12[(current, peak) = tracemalloc.get_trac...]
    n13[return current / 1024 / 1024]
    n14[]
    n15[return 0.0]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n9
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n15
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n14
    n14 --> n8
    n15 --> n2
359. core aiva core optimized core Function make key
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成指標鍵值'] n4{if not labels} n5[return name] n6[] n7[label_str = '_'.join((f&a...] n8[return f'{name}_{hash(labe...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成指標鍵值']
    n4{if not labels}
    n5[return name]
    n6[]
    n7[label_str = '_'.join((f&a...]
    n8[return f'{name}_{hash(labe...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
360. core aiva core optimized core Function update avg duration
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新平均處理時間'] n4[count = self.processing_stat...] n5[current_avg = self.processing_stat...] n6[new_avg = (current_avg * (coun...] n7[self.processing_stats['avg_duration&&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新平均處理時間']
    n4[count = self.processing_stat...]
    n5[current_avg = self.processing_stat...]
    n6[new_avg = (current_avg * (coun...]
    n7[self.processing_stats['avg_duration&&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
361. core aiva core optimized core Function analyze current capabilities
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析 AIVA 現有的 AI 能力'] n4[print('\n📊 AIVA 現有 AI 能力盤點:'&...] n5[capabilities = {'BioNeuronRAGAgent&&...] n6{for (name, info) in capabilities.items()} n7[print(f'\n✅ {name}:&#39...] n8[print(f" {info['描述&am...] n9[print(f" 功能: {', &...] n10[print(f" 自主性: {info['...] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n6 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析 AIVA 現有的 AI 能力']
    n4[print('\n📊 AIVA 現有 AI 能力盤點:'&...]
    n5[capabilities = {'BioNeuronRAGAgent&&...]
    n6{for (name, info) in capabilities.items()}
    n7[print(f'\n✅ {name}:&#39...]
    n8[print(f"   {info['描述&am...]
    n9[print(f"   功能: {', &&#3...]
    n10[print(f"   自主性: {info['...]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n6
    n11 --> n2
362. core aiva core optimized core Function clear cache
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清空快取'] n4[self._prediction_cache.clear()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清空快取']
    n4[self._prediction_cache.clear()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
363. core aiva core optimized core Function compare with gpt4
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['比較 AIVA vs GPT-4 在程式控制場景的適用性'] n4[print('\n🆚 AIVA vs GPT-4 比較 (程式控制場景&#...] n5[comparison = {'離線運作': {...] n6{for (aspect, scores) in comparison.items()} n7[print(f'\n{aspect}:&#39...] n8[print(f" AIVA: {scores[&#...] n9[print(f" GPT-4: {scores[&#...] n10[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n10 n7 --> n8 n8 --> n9 n9 --> n6 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['比較 AIVA vs GPT-4 在程式控制場景的適用性']
    n4[print('\n🆚 AIVA vs GPT-4 比較 (程式控制場景&#...]
    n5[comparison = {'離線運作': {...]
    n6{for (aspect, scores) in comparison.items()}
    n7[print(f'\n{aspect}:&#39...]
    n8[print(f"  AIVA:  {scores[&#...]
    n9[print(f"  GPT-4: {scores[&#...]
    n10[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 --> n8
    n8 --> n9
    n9 --> n6
    n10 --> n2
364. core aiva core optimized core Function decorator
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[def wrapper(...)] n4[return wrapper] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[def wrapper(...)]
    n4[return wrapper]
    n1 --> n3
    n3 --> n4
    n4 --> n2
365. core aiva core optimized core Function demonstrate self sufficiency
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['展示 AIVA 的自給自足能力'] n4[print('\n🎯 AIVA 自給自足能力展示:')] n5[scenarios = [{'場景': &...] n6{for (i, scenario) in enumerate(scenari...} n7[print(f"\n情境 {i}: {scenario&#...] n8[print(f" AIVA 處理流程: {scenario[&...] n9[print(f" {scenario['需要...] n10[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n10 n7 --> n8 n8 --> n9 n9 --> n6 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['展示 AIVA 的自給自足能力']
    n4[print('\n🎯 AIVA 自給自足能力展示:')]
    n5[scenarios = [{'場景': &amp...]
    n6{for (i, scenario) in enumerate(scenari...}
    n7[print(f"\n情境 {i}: {scenario&#...]
    n8[print(f"  AIVA 處理流程: {scenario[&amp...]
    n9[print(f"  {scenario['需要...]
    n10[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 --> n8
    n8 --> n9
    n9 --> n6
    n10 --> n2
366. core aiva core optimized core Function final verdict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['最終結論'] n4[print('\n' + '=&a...] n5[print('🏆 最終結論: AIVA 完全不需要 GPT-4！&#...] n6[print('=' * 60)] n7[reasons = ['🧠 已有完整的生物神經網路 AI'...] n8[print('\n✅ AIVA 的完全自主能力:')] n9{for reason in reasons} n10[print(f' {reason}&#39...] n11[] n12[print('\n📈 自主性評分: 100/100')] n13[print('💯 結論: AIVA 自己就行！不需要外部 AI！&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n9 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['最終結論']
    n4[print('\n' + '=&a...]
    n5[print('🏆 最終結論: AIVA 完全不需要 GPT-4！&&#35...]
    n6[print('=' * 60)]
    n7[reasons = ['🧠 已有完整的生物神經網路 AI'...]
    n8[print('\n✅ AIVA 的完全自主能力:')]
    n9{for reason in reasons}
    n10[print(f'   {reason}&#39...]
    n11[]
    n12[print('\n📈 自主性評分: 100/100')]
    n13[print('💯 結論: AIVA 自己就行！不需要外部 AI！&&#35...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n9
    n11 --> n12
    n12 --> n13
    n13 --> n2
367. core aiva core optimized core Function get cache stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取快取統計'] n4[return {'cache_size': len...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取快取統計']
    n4[return {'cache_size': len&#4...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
368. core aiva core optimized core Function get memory stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取記憶體統計'] n4[return {'current_memory_mb':...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取記憶體統計']
    n4[return {'current_memory_mb':...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
369. core aiva core optimized core Function get metrics summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取指標摘要'] n4[summary = {'counters': dict&...] n5{for (name, metrics) in self.metrics.items()} n6{if metrics} n7[durations = [m.value for m in me...] n8[summary['durations'][...] n9[] n10[] n11[return summary] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取指標摘要']
    n4[summary = {'counters': dict&...]
    n5{for (name, metrics) in self.metrics.items()}
    n6{if metrics}
    n7[durations = [m.value for m in me...]
    n8[summary['durations'][...]
    n9[]
    n10[]
    n11[return summary]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
370. core aiva core optimized core Function get pool stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取池子統計資訊'] n4[return {'pool_size': self.po...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取池子統計資訊']
    n4[return {'pool_size': self.po...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
371. core aiva core optimized core Function increment counter
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['增加計數器'] n4[key = self._make_key(name,...] n5[self.counters[key] += 1] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['增加計數器']
    n4[key = self._make_key(name,...]
    n5[self.counters[key] += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
372. core aiva core optimized core Function monitor performance
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['效能監控裝飾器'] n4[def decorator(...)] n5[return decorator] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['效能監控裝飾器']
    n4[def decorator(...)]
    n5[return decorator]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
373. core aiva core optimized core Function prove aiva independence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行 AIVA 獨立性證明'] n4[print('🔬 AIVA AI 獨立性分析報告')] n5[print('=' * 50)] n6[proof = AIVAAutonomyProof()] n7[proof.compare_with_gpt4()] n8[proof.demonstrate_self_sufficiency()] n9[proof.final_verdict()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行 AIVA 獨立性證明']
    n4[print('🔬 AIVA AI 獨立性分析報告')]
    n5[print('=' * 50)]
    n6[proof = AIVAAutonomyProof()]
    n7[proof.compare_with_gpt4()]
    n8[proof.demonstrate_self_sufficiency()]
    n9[proof.final_verdict()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
374. core aiva core optimized core Function record duration
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄執行時間'] n4[metric = Metric(name, duratio...] n5[self.metrics[f'{name}_duration&...] n6{if len(self.metrics[f'{name}...} n7[self.metrics[f'{name}_duration&...] n8[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄執行時間']
    n4[metric = Metric(name, duratio...]
    n5[self.metrics[f'{name}_duration&...]
    n6{if len(self.metrics[f'{name&#125...}
    n7[self.metrics[f'{name}_duration&...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n2
375. core aiva core optimized core Function register weak ref
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊弱引用'] n4[self.weak_refs.add(obj)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊弱引用']
    n4[self.weak_refs.add(obj)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
376. core aiva core optimized core Function return component
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['歸還組件到池中'] n4{if hasattr(component, 'reset'...} n5[component.reset()] n6[] n7[try] n8[self.pool.put_nowait(component)] n9[self.active_components.discard(id(component)&...] n10[] n11[except asyncio.Queu...] n12[pass] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n11 n8 --> n9 n9 --> n10 n10 --> n2 n11 --> n12 n12 --> n10 
flowchart TB
    n1([開始])
    n2([結束])
    n3['歸還組件到池中']
    n4{if hasattr(component, 'reset'...}
    n5[component.reset()]
    n6[]
    n7[try]
    n8[self.pool.put_nowait(component)]
    n9[self.active_components.discard(id(component)&...]
    n10[]
    n11[except asyncio.Queu...]
    n12[pass]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n11
    n8 --> n9
    n9 --> n10
    n10 --> n2
    n11 --> n12
    n12 --> n10
377. core aiva core optimized core Function set gauge
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置儀表值'] n4[key = self._make_key(name,...] n5[self.gauges[key] = Metric(name, value, ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置儀表值']
    n4[key = self._make_key(name,...]
    n5[self.gauges[key] = Metric(name, value, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
378. core aiva core output to functions Function to function message
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Wrap function payload into AIVA message with...] n4[return AivaMessage(header=MessageHead...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Wrap function payload into AIVA message with...]
    n4[return AivaMessage(header=MessageHead...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
379. core aiva core output to functions Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from services.aiva_common.enums import ModuleName,...] n5[from services.aiva_common.schemas import AivaMessa...] n6[from services.aiva_common.utils import new_id] n7[def to_function_message(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from services.aiva_common.enums import ModuleName,...]
    n5[from services.aiva_common.schemas import AivaMessa...]
    n6[from services.aiva_common.utils import new_id]
    n7[def to_function_message(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
380. core aiva core planner ast parser Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化解析器'] n4[logger.info('ASTParser initialized&&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化解析器']
    n4[logger.info('ASTParser initialized&&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
381. core aiva core planner ast parser Function repr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[cond = f' [{self.condition}...] n4[return f'{self.from_node} ->...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[cond = f' [{self.condition}...]
    n4[return f'{self.from_node} ->...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
382. core aiva core planner ast parser Function add edge
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加邊'] n4{if edge.from_node not in self....} n5[raise ValueError(f'Source node {edge...] n6[] n7{if edge.to_node not in self.nodes} n8[raise ValueError(f'Target node {edge...] n9[] n10[self.edges.append(edge)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加邊']
    n4{if edge.from_node not in self....}
    n5[raise ValueError(f'Source node {edge...]
    n6[]
    n7{if edge.to_node not in self.nodes}
    n8[raise ValueError(f'Target node {edge...]
    n9[]
    n10[self.edges.append(edge)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
383. core aiva core planner ast parser Function add node
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加節點'] n4[self.nodes[node.node_id] = node] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加節點']
    n4[self.nodes[node.node_id] = node]
    n1 --> n3
    n3 --> n4
    n4 --> n2
384. core aiva core planner ast parser Function create example sqli flow
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建一個 SQL 注入攻擊流程的範例\n\n Returns:\n ...] n4[graph = AttackFlowGraph(grap...] n5[nodes = [AttackFlowNode('n0&#...] n6{for node in nodes} n7[graph.add_node(node)] n8[] n9[edges = [AttackFlowEdge('n0&#...] n10{for edge in edges} n11[graph.add_edge(edge)] n12[] n13[return graph] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n10 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建一個 SQL 注入攻擊流程的範例\n\n        Returns:\n    ...]
    n4[graph = AttackFlowGraph(grap...]
    n5[nodes = [AttackFlowNode('n0&#...]
    n6{for node in nodes}
    n7[graph.add_node(node)]
    n8[]
    n9[edges = [AttackFlowEdge('n0&#...]
    n10{for edge in edges}
    n11[graph.add_edge(edge)]
    n12[]
    n13[return graph]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n10
    n12 --> n13
    n13 --> n2
385. core aiva core planner ast parser Function get next nodes
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取指定節點的下一步節點'] n4[next_nodes = []] n5{for edge in self.edges} n6{if edge.from_node == current_n...} n7[next_nodes.append(self.nodes[edge.to_node])] n8[] n9[] n10[return next_nodes] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取指定節點的下一步節點']
    n4[next_nodes = []]
    n5{for edge in self.edges}
    n6{if edge.from_node == current_n...}
    n7[next_nodes.append(self.nodes[edge.to_node])]
    n8[]
    n9[]
    n10[return next_nodes]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n2
386. core aiva core planner ast parser Function get start node
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取開始節點'] n4{for node in self.nodes.values()} n5{if node.node_type == NodeType....} n6[return node] n7[] n8[] n9[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n4 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取開始節點']
    n4{for node in self.nodes.values()}
    n5{if node.node_type == NodeType....}
    n6[return node]
    n7[]
    n8[]
    n9[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n4
    n8 --> n9
    n9 --> n2
387. core aiva core planner ast parser Function parse dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從字典格式解析 AST\n\n Args:\n as...] n4[graph_id = ast_dict.get('graph_...] n5[graph = AttackFlowGraph(grap...] n6{for node_dict in ast_dict.get('nod...} n7[node = AttackFlowNode(node_...] n8[graph.add_node(node)] n9[] n10{for edge_dict in ast_dict.get('edg...} n11[edge = AttackFlowEdge(from_...] n12[graph.add_edge(edge)] n13[] n14[(is_valid, errors) = graph.validate()] n15{if not is_valid} n16[logger.warning(f'AST validation errors: &...] n17[] n18[logger.info(f"Parsed AST graph '...] n19[return graph] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n6 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n10 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從字典格式解析 AST\n\n        Args:\n            as...]
    n4[graph_id = ast_dict.get('graph_...]
    n5[graph = AttackFlowGraph(grap...]
    n6{for node_dict in ast_dict.get('nod...}
    n7[node = AttackFlowNode(node_...]
    n8[graph.add_node(node)]
    n9[]
    n10{for edge_dict in ast_dict.get('edg...}
    n11[edge = AttackFlowEdge(from_...]
    n12[graph.add_edge(edge)]
    n13[]
    n14[(is_valid, errors) = graph.validate()]
    n15{if not is_valid}
    n16[logger.warning(f'AST validation errors: &...]
    n17[]
    n18[logger.info(f"Parsed AST graph '...]
    n19[return graph]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n6
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n10
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
388. core aiva core planner ast parser Function parse text
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從文本格式解析 AST\n\n 支持簡單的文本格式，例如：\n ...] n4[logger.warning('Text parsing not fully im...] n5[graph = AttackFlowGraph(grap...] n6[return graph] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從文本格式解析 AST\n\n        支持簡單的文本格式，例如：\n      ...]
    n4[logger.warning('Text parsing not fully im...]
    n5[graph = AttackFlowGraph(grap...]
    n6[return graph]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
389. core aiva core planner ast parser Function validate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證圖的完整性\n\n Returns:\n ...] n4[errors = []] n5{if not self.get_start_node()} n6[errors.append('Missing START node&...] n7[] n8[has_end = any((n.node_type == ...] n9{if not has_end} n10[errors.append('Missing END node&#...] n11[] n12[connected_nodes = set()] n13{for edge in self.edges} n14[connected_nodes.add(edge.from_node)] n15[connected_nodes.add(edge.to_node)] n16[] n17{for node_id in self.nodes} n18{if node_id not in connected_nodes} n19[errors.append(f'Isolated node: {node...] n20[] n21[] n22[return (len(errors) == 0, errors)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n13 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n21 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n17 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證圖的完整性\n\n        Returns:\n            &#4...]
    n4[errors = []]
    n5{if not self.get_start_node()}
    n6[errors.append('Missing START node&&#3...]
    n7[]
    n8[has_end = any((n.node_type == ...]
    n9{if not has_end}
    n10[errors.append('Missing END node&#...]
    n11[]
    n12[connected_nodes = set()]
    n13{for edge in self.edges}
    n14[connected_nodes.add(edge.from_node)]
    n15[connected_nodes.add(edge.to_node)]
    n16[]
    n17{for node_id in self.nodes}
    n18{if node_id not in connected_nodes}
    n19[errors.append(f'Isolated node: {node...]
    n20[]
    n21[]
    n22[return (len(errors) == 0, errors)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n13
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n21
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n17
    n21 --> n22
    n22 --> n2
390. core aiva core planner orchestrator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化編排器'] n4[self.ast_parser = ASTParser()] n5[self.task_converter = TaskConverter()] n6[self.tool_selector = ToolSelector()] n7[logger.info('AttackOrchestrator initializ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化編排器']
    n4[self.ast_parser = ASTParser()]
    n5[self.task_converter = TaskConverter()]
    n6[self.tool_selector = ToolSelector()]
    n7[logger.info('AttackOrchestrator initializ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
391. core aiva core planner orchestrator Function create execution plan
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建執行計畫\n\n Args:\n ast_inp...] n4[plan_id = f'plan_{uuid4().hex ...] n5[logger.info(f'Creating execution plan ...] n6{if isinstance(ast_input, dict)} n7[graph = self.ast_parser.pars...] n8{if isinstance(ast_input, Attac...} n9[graph = ast_input] n10[raise ValueError(f'Unsupported AST input ...] n11[] n12[] n13[task_sequence = self.task_converter....] n14[tool_decisions: dict[str, ToolDecision] = {&...] n15{for task in task_sequence.tasks} n16[decision = self.tool_selector.s...] n17[tool_decisions[task.task_id] = decision] n18[] n19[plan = ExecutionPlan(plan_i...] n20[logger.info(f'Execution plan {plan_i...] n21[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n15 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建執行計畫\n\n        Args:\n            ast_inp...]
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[logger.info(f'Creating execution plan &#1...]
    n6{if isinstance(ast_input, dict)}
    n7[graph = self.ast_parser.pars...]
    n8{if isinstance(ast_input, Attac...}
    n9[graph = ast_input]
    n10[raise ValueError(f'Unsupported AST input ...]
    n11[]
    n12[]
    n13[task_sequence = self.task_converter....]
    n14[tool_decisions: dict[str, ToolDecision] = {&...]
    n15{for task in task_sequence.tasks}
    n16[decision = self.tool_selector.s...]
    n17[tool_decisions[task.task_id] = decision]
    n18[]
    n19[plan = ExecutionPlan(plan_i...]
    n20[logger.info(f'Execution plan {plan_i...]
    n21[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n15
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
392. core aiva core planner orchestrator Function get decision for task
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取任務的工具選擇決策'] n4[return self.tool_decisions.get(task_i...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取任務的工具選擇決策']
    n4[return self.tool_decisions.get(task_i...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
393. core aiva core planner orchestrator Function get next executable tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取下一批可執行的任務及其工具決策\n\n Args:\n ...] n4[runnable_tasks = plan.task_sequence.g...] n5[result = []] n6{for task in runnable_tasks} n7[decision = plan.get_decision_fo...] n8{if decision} n9[result.append((task, decision))] n10[] n11[] n12[logger.debug(f'Found {len(result...] n13[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n6 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取下一批可執行的任務及其工具決策\n\n        Args:\n        ...]
    n4[runnable_tasks = plan.task_sequence.g...]
    n5[result = []]
    n6{for task in runnable_tasks}
    n7[decision = plan.get_decision_fo...]
    n8{if decision}
    n9[result.append((task, decision))]
    n10[]
    n11[]
    n12[logger.debug(f'Found {len(result...]
    n13[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n6
    n11 --> n12
    n12 --> n13
    n13 --> n2
394. core aiva core planner orchestrator Function get plan summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取執行計畫摘要\n\n Args:\n plan:...] n4[tasks = plan.task_sequence.t...] n5[status_counts = {}] n6{for status in TaskStatus} n7[status_counts[status.value] = sum((1 for ...] n8[] n9[return {'plan_id': plan.plan...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取執行計畫摘要\n\n        Args:\n            plan:...]
    n4[tasks = plan.task_sequence.t...]
    n5[status_counts = {}]
    n6{for status in TaskStatus}
    n7[status_counts[status.value] = sum((1 for ...]
    n8[]
    n9[return {'plan_id': plan.plan...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n9
    n9 --> n2
395. core aiva core planner orchestrator Function is plan complete
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查執行計畫是否已完成\n\n Args:\n pl...] n4{for task in plan.task_sequenc...} n5{if task.status in (TaskStatus....} n6[return False] n7[] n8[] n9[return True] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n4 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查執行計畫是否已完成\n\n        Args:\n            pl...]
    n4{for task in plan.task_sequenc...}
    n5{if task.status in (TaskStatus....}
    n6[return False]
    n7[]
    n8[]
    n9[return True]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n4
    n8 --> n9
    n9 --> n2
396. core aiva core planner orchestrator Function update task status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新任務狀態\n\n Args:\n plan: 執...] n4[task = plan.task_sequence.g...] n5{if not task} n6[logger.warning(f'Task {task_id}...] n7[return] n8[] n9[task.status = status] n10[task.result = result] n11[task.error = error] n12[logger.info(f'Task {task_id} st...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新任務狀態\n\n        Args:\n            plan: 執...]
    n4[task = plan.task_sequence.g...]
    n5{if not task}
    n6[logger.warning(f'Task {task_id}...]
    n7[return]
    n8[]
    n9[task.status = status]
    n10[task.result = result]
    n11[task.error = error]
    n12[logger.info(f'Task {task_id} st...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
397. core aiva core planner task converter Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化任務轉換器'] n4[logger.info('TaskConverter initialized&am...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化任務轉換器']
    n4[logger.info('TaskConverter initialized&am...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
398. core aiva core planner task converter Function repr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return f'Task({self.task_id}:&#...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return f'Task({self.task_id}:&#...]
    n1 --> n3
    n3 --> n2
399. core aiva core planner task converter Function create task from node
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從 AST 節點創建可執行任務\n\n Args:\n ...] n4[task_id = f'task_{uuid4().hex ...] n5[task_type_map = {NodeType.SCAN: 'sca...] n6[task_type = task_type_map.get(no...] n7[priority_map = {NodeType.SCAN: Task...] n8[priority = priority_map.get(nod...] n9[task = ExecutableTask(task_...] n10[return task] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從 AST 節點創建可執行任務\n\n        Args:\n          ...]
    n4[task_id = f'task_{uuid4().hex&#9...]
    n5[task_type_map = {NodeType.SCAN: 'sca...]
    n6[task_type = task_type_map.get(no...]
    n7[priority_map = {NodeType.SCAN: Task...]
    n8[priority = priority_map.get(nod...]
    n9[task = ExecutableTask(task_...]
    n10[return task]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
400. core aiva core planner task converter Function topological sort
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['拓撲排序\n\n Args:\n graph: 攻擊...] n4[visited = set()] n5[result = []] n6[start_node = graph.get_start_node...] n7{if not start_node} n8[return list(graph.nodes.values())] n9[] n10[queue = [start_node]] n11[visited.add(start_node.node_id)] n12{while queue} n13[current = queue.pop(0)] n14[result.append(current)] n15[next_nodes = graph.get_next_nodes...] n16{for node in next_nodes} n17{if node.node_id not in visited} n18[visited.add(node.node_id)] n19[queue.append(node)] n20[] n21[] n22[] n23{for node in graph.nodes.values()} n24{if node.node_id not in visited} n25[result.append(node)] n26[] n27[] n28[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n22 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n21 n17 -->|Yes| n18 n17 -->|No| n20 n18 --> n19 n19 --> n20 n20 --> n16 n21 --> n12 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n27 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n23 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['拓撲排序\n\n        Args:\n            graph: 攻擊...]
    n4[visited = set()]
    n5[result = []]
    n6[start_node = graph.get_start_node...]
    n7{if not start_node}
    n8[return list(graph.nodes.values())]
    n9[]
    n10[queue = [start_node]]
    n11[visited.add(start_node.node_id)]
    n12{while queue}
    n13[current = queue.pop(0)]
    n14[result.append(current)]
    n15[next_nodes = graph.get_next_nodes...]
    n16{for node in next_nodes}
    n17{if node.node_id not in visited}
    n18[visited.add(node.node_id)]
    n19[queue.append(node)]
    n20[]
    n21[]
    n22[]
    n23{for node in graph.nodes.values()}
    n24{if node.node_id not in visited}
    n25[result.append(node)]
    n26[]
    n27[]
    n28[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n22
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n21
    n17 -->|Yes| n18
    n17 -->|No| n20
    n18 --> n19
    n19 --> n20
    n20 --> n16
    n21 --> n12
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n27
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n23
    n27 --> n28
    n28 --> n2
401. core aiva core planner task converter Function add task
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加任務'] n4[self.tasks.append(task)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加任務']
    n4[self.tasks.append(task)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
402. core aiva core planner task converter Function convert
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將攻擊流程圖轉換為任務序列\n\n Args:\n ...] n4[sequence = TaskSequence(sequenc...] n5[sorted_nodes = self._topological_so...] n6[node_to_task_id: dict[str, str] = {}] n7{for node in sorted_nodes} n8{if node.node_type in (NodeType...} n9[continue] n10[] n11[task = self._create_task_fr...] n12[dependencies = []] n13{for edge in graph.edges} n14{if edge.to_node == node.node_id} n15[source_node_id = edge.from_node] n16{if source_node_id in node_to_t...} n17[dependencies.append(node_to_task_id[source_node_i...] n18[] n19[] n20[] n21[task.dependencies = dependencies] n22[node_to_task_id[node.node_id] = task.task_id] n23[sequence.add_task(task)] n24[] n25[logger.info(f"Converted graph '&...] n26[return sequence] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n24 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n20 n14 -->|Yes| n15 n14 -->|No| n19 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 --> n13 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n7 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將攻擊流程圖轉換為任務序列\n\n        Args:\n            ...]
    n4[sequence = TaskSequence(sequenc...]
    n5[sorted_nodes = self._topological_so...]
    n6[node_to_task_id: dict[str, str] = {}]
    n7{for node in sorted_nodes}
    n8{if node.node_type in (NodeType...}
    n9[continue]
    n10[]
    n11[task = self._create_task_fr...]
    n12[dependencies = []]
    n13{for edge in graph.edges}
    n14{if edge.to_node == node.node_id}
    n15[source_node_id = edge.from_node]
    n16{if source_node_id in node_to_t...}
    n17[dependencies.append(node_to_task_id[source_node_i...]
    n18[]
    n19[]
    n20[]
    n21[task.dependencies = dependencies]
    n22[node_to_task_id[node.node_id] = task.task_id]
    n23[sequence.add_task(task)]
    n24[]
    n25[logger.info(f"Converted graph '&...]
    n26[return sequence]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n24
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n20
    n14 -->|Yes| n15
    n14 -->|No| n19
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 --> n13
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n7
    n24 --> n25
    n25 --> n26
    n26 --> n2
403. core aiva core planner task converter Function get pending tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有待執行的任務'] n4[return [t for t in self.tasks if t.st...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有待執行的任務']
    n4[return [t for t in self.tasks if t.st...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
404. core aiva core planner task converter Function get runnable tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有可以立即執行的任務（依賴已滿足）'] n4[runnable = []] n5{for task in self.tasks} n6{if task.status != TaskStatus.P...} n7[continue] n8[] n9[dependencies_met = True] n10{for dep_id in task.dependencies} n11[dep_task = self.get_task(dep_id...] n12{if not dep_task or dep_task.st...} n13[dependencies_met = False] n14[break] n15[] n16[] n17{if dependencies_met} n18[runnable.append(task)] n19[] n20[] n21[return runnable] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n20 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n16 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n10 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n5 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有可以立即執行的任務（依賴已滿足）']
    n4[runnable = []]
    n5{for task in self.tasks}
    n6{if task.status != TaskStatus.P...}
    n7[continue]
    n8[]
    n9[dependencies_met = True]
    n10{for dep_id in task.dependencies}
    n11[dep_task = self.get_task(dep_id...]
    n12{if not dep_task or dep_task.st...}
    n13[dependencies_met = False]
    n14[break]
    n15[]
    n16[]
    n17{if dependencies_met}
    n18[runnable.append(task)]
    n19[]
    n20[]
    n21[return runnable]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n20
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n16
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n10
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n5
    n20 --> n21
    n21 --> n2
405. core aiva core planner task converter Function get task
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['根據 ID 獲取任務'] n4{for task in self.tasks} n5{if task.task_id == task_id} n6[return task] n7[] n8[] n9[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n4 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['根據 ID 獲取任務']
    n4{for task in self.tasks}
    n5{if task.task_id == task_id}
    n6[return task]
    n7[]
    n8[]
    n9[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n4
    n8 --> n9
    n9 --> n2
406. core aiva core planner tool selector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化工具選擇器'] n4[self.task_service_map: dict[str, ServiceType] = &...] n5[self.attack_function_map: dict[str, ServiceType] ...] n6[logger.info('ToolSelector initialized wit...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化工具選擇器']
    n4[self.task_service_map: dict[str, ServiceType] = &...]
    n5[self.attack_function_map: dict[str, ServiceType] ...]
    n6[logger.info('ToolSelector initialized wit...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
407. core aiva core planner tool selector Function repr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return f'ToolDecision({self.service_...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return f'ToolDecision({self.service_...]
    n1 --> n3
    n3 --> n2
408. core aiva core planner tool selector Function determine endpoint and function
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['確定服務端點和函數\n\n Args:\n serv...] n4[endpoint_map = {ServiceType.SCAN_SE...] n5[return endpoint_map.get(service_type,...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['確定服務端點和函數\n\n        Args:\n            serv...]
    n4[endpoint_map = {ServiceType.SCAN_SE...]
    n5[return endpoint_map.get(service_type,...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
409. core aiva core planner tool selector Function determine routing key
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['確定 RabbitMQ routing key\n\n Args:\n ...] n4[routing_key_map = {ServiceType.SCAN_SE...] n5[return routing_key_map.get(service_ty...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['確定 RabbitMQ routing key\n\n        Args:\n  ...]
    n4[routing_key_map = {ServiceType.SCAN_SE...]
    n5[return routing_key_map.get(service_ty...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
410. core aiva core planner tool selector Function prepare parameters
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['準備傳遞給服務的參數\n\n Args:\n tas...] n4[params = task.parameters.copy...] n5[params['task_id'] = task....] n6[params['task_type'] = tas...] n7[params['action'] = task.a...] n8[return params] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['準備傳遞給服務的參數\n\n        Args:\n            tas...]
    n4[params = task.parameters.copy...]
    n5[params['task_id'] = task....]
    n6[params['task_type'] = tas...]
    n7[params['action'] = task.a...]
    n8[return params]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
411. core aiva core planner tool selector Function select service type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['選擇服務類型\n\n Args:\n task: 任...] n4[attack_type = task.parameters.get(...] n5{if attack_type and attack_type...} n6[return self.attack_function_map[attac...] n7[] n8[return self.task_service_map.get(task...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['選擇服務類型\n\n        Args:\n            task: 任...]
    n4[attack_type = task.parameters.get(...]
    n5{if attack_type and attack_type...}
    n6[return self.attack_function_map[attac...]
    n7[]
    n8[return self.task_service_map.get(task...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
412. core aiva core planner tool selector Function select tool
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['選擇執行任務的工具\n\n Args:\n task...] n4[logger.debug(f'Selecting tool for task &#...] n5[service_type = self._select_service...] n6[(endpoint, function) = self._determine_endp...] n7[parameters = self._prepare_parame...] n8[routing_key = self._determine_rout...] n9[decision = ToolDecision(task_id...] n10[logger.info(f'Selected {service_type...] n11[return decision] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['選擇執行任務的工具\n\n        Args:\n            task...]
    n4[logger.debug(f'Selecting tool for task &#...]
    n5[service_type = self._select_service...]
    n6[(endpoint, function) = self._determine_endp...]
    n7[parameters = self._prepare_parame...]
    n8[routing_key = self._determine_rout...]
    n9[decision = ToolDecision(task_id...]
    n10[logger.info(f'Selected {service_type...]
    n11[return decision]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
413. core aiva core rag demo rag integration Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化\n\n Args:\n rag_engine...] n4[self.rag_engine = rag_engine] n5[self.ai_model_name = ai_model_name] n6[logger.info(f'AIAgentWithRAG initialized ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化\n\n        Args:\n            rag_engine...]
    n4[self.rag_engine = rag_engine]
    n5[self.ai_model_name = ai_model_name]
    n6[logger.info(f'AIAgentWithRAG initialized ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
414. core aiva core rag demo rag integration Function build prompt with context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建帶 RAG 上下文的提示詞\n\n Args:\n ...] n4[prompt_parts = ['# Task: Generate a...] n5{if context['similar_techniques&#3...} n6[prompt_parts.append('\n## Similar...] n7{for tech in context['similar_...} n8[prompt_parts.append(f"- {tech[&...] n9[prompt_parts.append(f" {tech[&...] n10[] n11[] n12{if context['successful_experie...} n13[prompt_parts.append('\n## Success...] n14{for exp in context['successf...} n15[prompt_parts.append(f"- {exp[&&...] n16[prompt_parts.append(f" {exp[&&...] n17[] n18[] n19{if context['best_practices']} n20[prompt_parts.append('\n## Best Pr...] n21{for bp in context['best_pra...} n22[prompt_parts.append(f"- {bp[&&#...] n23[] n24[] n25[prompt_parts.append('\n## Instruc...] n26[return '\n'.join(prompt_parts...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n7 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n18 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n14 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n24 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n21 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建帶 RAG 上下文的提示詞\n\n        Args:\n          ...]
    n4[prompt_parts = ['# Task: Generate a...]
    n5{if context['similar_techniques&#3...}
    n6[prompt_parts.append('\n## Similar...]
    n7{for tech in context['similar_...}
    n8[prompt_parts.append(f"- {tech[&...]
    n9[prompt_parts.append(f"  {tech[&...]
    n10[]
    n11[]
    n12{if context['successful_experie...}
    n13[prompt_parts.append('\n## Success...]
    n14{for exp in context['successf...}
    n15[prompt_parts.append(f"- {exp[&&...]
    n16[prompt_parts.append(f"  {exp[&&...]
    n17[]
    n18[]
    n19{if context['best_practices']}
    n20[prompt_parts.append('\n## Best Pr...]
    n21{for bp in context['best_pra...}
    n22[prompt_parts.append(f"- {bp[&&#...]
    n23[]
    n24[]
    n25[prompt_parts.append('\n## Instruc...]
    n26[return '\n'.join(prompt_parts...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n7
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n18
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n14
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n24
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n21
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
415. core aiva core rag knowledge base Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化知識庫\n\n Args:\n vector_...] n4[self.vector_store = vector_store or Vect...] n5[self.data_directory = data_directory or Pa...] n6[self.data_directory.mkdir(parents=True, exist_ok=T...] n7[self.entries: dict[str, KnowledgeEntry] = {&...] n8[self._load_knowledge_base()] n9[logger.info(f'KnowledgeBase initialized w...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化知識庫\n\n        Args:\n            vector_...]
    n4[self.vector_store = vector_store or Vect...]
    n5[self.data_directory = data_directory or Pa...]
    n6[self.data_directory.mkdir(parents=True, exist_ok=T...]
    n7[self.entries: dict[str, KnowledgeEntry] = {&...]
    n8[self._load_knowledge_base()]
    n9[logger.info(f'KnowledgeBase initialized w...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
416. core aiva core rag knowledge base Function load knowledge base
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從磁盤加載知識庫'] n4[entries_file = self.data_directory ...] n5{if entries_file.exists()} n6[with open(entr...] n7[entries_data = json.load(f)] n8{for entry_data in entries_data} n9[entry = KnowledgeEntry.from_...] n10[self.entries[entry.id] = entry] n11[] n12[] n13[self.vector_store.load(self.data_directory / &...] n14[logger.info(f'Loaded {len(self.e...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n8 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從磁盤加載知識庫']
    n4[entries_file = self.data_directory ...]
    n5{if entries_file.exists()}
    n6[with open(entr...]
    n7[entries_data = json.load(f)]
    n8{for entry_data in entries_data}
    n9[entry = KnowledgeEntry.from_...]
    n10[self.entries[entry.id] = entry]
    n11[]
    n12[]
    n13[self.vector_store.load(self.data_directory / &&#3...]
    n14[logger.info(f'Loaded {len(self.e...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n8
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
417. core aiva core rag knowledge base Function add attack plan
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加攻擊計畫到知識庫\n\n Args:\n pla...] n4[entry_id = plan_id or f"plan_{p...] n5[steps_text = '\n'.join([f...] n6[content = f"\nTarget: {plan.ta...] n7[self.add_entry(entry_id=entry_id, entry_type=Knowl...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加攻擊計畫到知識庫\n\n        Args:\n            pla...]
    n4[entry_id = plan_id or f"plan_{p...]
    n5[steps_text = '\n'.join([f...]
    n6[content = f"\nTarget: {plan.ta...]
    n7[self.add_entry(entry_id=entry_id, entry_type=Knowl...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
418. core aiva core rag knowledge base Function add entry
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加知識條目\n\n Args:\n entry_i...] n4[entry = KnowledgeEntry(id=en...] n5[self.entries[entry_id] = entry] n6[searchable_text = f"{title}\n{con...] n7[self.vector_store.add_document(doc_id=entry_id, te...] n8[logger.info(f'Added knowledge entry: ...] n9[return entry] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加知識條目\n\n        Args:\n            entry_i...]
    n4[entry = KnowledgeEntry(id=en...]
    n5[self.entries[entry_id] = entry]
    n6[searchable_text = f"{title}\n{con...]
    n7[self.vector_store.add_document(doc_id=entry_id, te...]
    n8[logger.info(f'Added knowledge entry: &#12...]
    n9[return entry]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
419. core aiva core rag knowledge base Function add experience sample
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加經驗樣本到知識庫\n\n Args:\n sam...] n4[entry_id = f'exp_{sample.sessio...] n5[content = f'\nTarget: {sample....] n6[self.add_entry(entry_id=entry_id, entry_type=Knowl...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加經驗樣本到知識庫\n\n        Args:\n            sam...]
    n4[entry_id = f'exp_{sample.sessio...]
    n5[content = f'\nTarget: {sample....]
    n6[self.add_entry(entry_id=entry_id, entry_type=Knowl...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
420. core aiva core rag knowledge base Function from dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從字典創建'] n4[return cls(id=data['id'&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從字典創建']
    n4[return cls(id=data['id'&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
421. core aiva core rag knowledge base Function get entry
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取知識條目\n\n Args:\n entry_i...] n4[return self.entries.get(entry_id)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取知識條目\n\n        Args:\n            entry_i...]
    n4[return self.entries.get(entry_id)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
422. core aiva core rag knowledge base Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取知識庫統計信息\n\n Returns:\n 統...] n4[stats_by_type = {}] n5{for entry in self.entries.valu...} n6[type_name = entry.type.value] n7{if type_name not in stats_by_type} n8[stats_by_type[type_name] = {'cou...] n9[] n10[stats_by_type[type_name]['count&a...] n11[stats_by_type[type_name]['total_u...] n12[stats_by_type[type_name]['avg_suc...] n13[] n14{for stats in stats_by_type.val...} n15{if stats['count'] > 0} n16[stats['avg_success_rate']...] n17[] n18[] n19[return {'total_entries': len...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n13 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n5 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n18 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n14 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取知識庫統計信息\n\n        Returns:\n            統...]
    n4[stats_by_type = {}]
    n5{for entry in self.entries.valu...}
    n6[type_name = entry.type.value]
    n7{if type_name not in stats_by_type}
    n8[stats_by_type[type_name] = {'cou...]
    n9[]
    n10[stats_by_type[type_name]['count&a...]
    n11[stats_by_type[type_name]['total_u...]
    n12[stats_by_type[type_name]['avg_suc...]
    n13[]
    n14{for stats in stats_by_type.val...}
    n15{if stats['count'] > 0}
    n16[stats['avg_success_rate']...]
    n17[]
    n18[]
    n19[return {'total_entries': len...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n13
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n5
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n18
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n14
    n18 --> n19
    n19 --> n2
423. core aiva core rag knowledge base Function get top entries
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取排名最高的知識條目\n\n Args:\n en...] n4[filtered_entries = [entry for entry in ...] n5[sorted_entries = sorted(filtered_entr...] n6[return sorted_entries[:top_k]] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取排名最高的知識條目\n\n        Args:\n            en...]
    n4[filtered_entries = [entry for entry in ...]
    n5[sorted_entries = sorted(filtered_entr...]
    n6[return sorted_entries[:top_k]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
424. core aiva core rag knowledge base Function save knowledge base
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存知識庫到磁盤'] n4[entries_file = self.data_directory ...] n5[with open(entr...] n6[entries_data = [entry.to_dict() for...] n7[json.dump(entries_data, f, indent=2)] n8[self.vector_store.save(self.data_directory / &...] n9[logger.info(f'Saved {len(self.en...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存知識庫到磁盤']
    n4[entries_file = self.data_directory ...]
    n5[with open(entr...]
    n6[entries_data = [entry.to_dict() for...]
    n7[json.dump(entries_data, f, indent=2)]
    n8[self.vector_store.save(self.data_directory / &&#3...]
    n9[logger.info(f'Saved {len(self.en...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
425. core aiva core rag knowledge base Function search
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['搜索知識條目\n\n Args:\n query: ...] n4[filter_metadata: dict[str, Any] = {}] n5{if entry_type} n6[filter_metadata['type'] =...] n7[] n8[search_results = self.vector_store.se...] n9[filtered_results = []] n10{for result in search_results} n11[entry = self.entries.get(res...] n12{if entry is None} n13[continue] n14[] n15{if tags and (not any((tag in e...} n16[continue] n17[] n18[filtered_results.append(entry)] n19{if len(filtered_results) >= top_k} n20[break] n21[] n22[] n23[logger.debug(f"Search for '{...] n24[return filtered_results] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n22 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n10 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['搜索知識條目\n\n        Args:\n            query: ...]
    n4[filter_metadata: dict[str, Any] = {}]
    n5{if entry_type}
    n6[filter_metadata['type'] =...]
    n7[]
    n8[search_results = self.vector_store.se...]
    n9[filtered_results = []]
    n10{for result in search_results}
    n11[entry = self.entries.get(res...]
    n12{if entry is None}
    n13[continue]
    n14[]
    n15{if tags and (not any((tag in e...}
    n16[continue]
    n17[]
    n18[filtered_results.append(entry)]
    n19{if len(filtered_results) >= top_k}
    n20[break]
    n21[]
    n22[]
    n23[logger.debug(f"Search for '&#123...]
    n24[return filtered_results]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n22
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n10
    n22 --> n23
    n23 --> n24
    n24 --> n2
426. core aiva core rag knowledge base Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典'] n4[return {'id': self.id, &...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典']
    n4[return {'id': self.id, &...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
427. core aiva core rag knowledge base Function update usage stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新知識條目使用統計\n\n Args:\n ent...] n4[entry = self.entries.get(ent...] n5{if entry is None} n6[return] n7[] n8[entry.usage_count += 1] n9[entry.updated_at = datetime.now()] n10[alpha = 0.1] n11[success_value = 1.0 if success else ...] n12[entry.success_rate = alpha * success_valu...] n13[logger.debug(f'Updated usage stats for &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新知識條目使用統計\n\n        Args:\n            ent...]
    n4[entry = self.entries.get(ent...]
    n5{if entry is None}
    n6[return]
    n7[]
    n8[entry.usage_count += 1]
    n9[entry.updated_at = datetime.now()]
    n10[alpha = 0.1]
    n11[success_value = 1.0 if success else ...]
    n12[entry.success_rate = alpha * success_valu...]
    n13[logger.debug(f'Updated usage stats for &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
428. core aiva core rag rag engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 RAG 引擎\n\n Args:\n kno...] n4[self.knowledge_base = knowledge_base] n5[logger.info('RAG Engine initialized&&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 RAG 引擎\n\n        Args:\n            kno...]
    n4[self.knowledge_base = knowledge_base]
    n5[logger.info('RAG Engine initialized&&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
429. core aiva core rag rag engine Function extract successful pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取成功模式\n\n Args:\n sample:...] n4[payload = sample.action.parame...] n5{if payload} n6[entry_id = f'payload_{sample.st...] n7[self.knowledge_base.add_entry(entry_id=entry_id, e...] n8[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取成功模式\n\n        Args:\n            sample:...]
    n4[payload = sample.action.parame...]
    n5{if payload}
    n6[entry_id = f'payload_{sample.st...]
    n7[self.knowledge_base.add_entry(entry_id=entry_id, e...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n2
430. core aiva core rag rag engine Function analyze failure
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析失敗原因並建議修正\n\n Args:\n fa...] n4[query = f'{failed_step.tool}...] n5[similar_failures = self.knowledge_base....] n6[mitigations = self.knowledge_base....] n7[context = {'failed_step': &#...] n8[logger.info(f'Analyzed failure for {...] n9[return context] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析失敗原因並建議修正\n\n        Args:\n            fa...]
    n4[query = f'{failed_step.tool}...]
    n5[similar_failures = self.knowledge_base....]
    n6[mitigations = self.knowledge_base....]
    n7[context = {'failed_step': &#...]
    n8[logger.info(f'Analyzed failure for {...]
    n9[return context]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
431. core aiva core rag rag engine Function enhance attack plan
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['增強攻擊計畫\n\n 使用 RAG 檢索相關經驗和技術，增強計畫生成\n\...] n4[query = f'{objective} {targe...] n5[attack_techniques = self.knowledge_base....] n6[successful_experiences = self.knowledge_base....] n7[best_practices = self.knowledge_base....] n8[context = {'target': {&...] n9[logger.info(f'Enhanced attack plan with &...] n10[return context] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['增強攻擊計畫\n\n        使用 RAG 檢索相關經驗和技術，增強計畫生成\n\...]
    n4[query = f'{objective} {targe...]
    n5[attack_techniques = self.knowledge_base....]
    n6[successful_experiences = self.knowledge_base....]
    n7[best_practices = self.knowledge_base....]
    n8[context = {'target': {&...]
    n9[logger.info(f'Enhanced attack plan with &...]
    n10[return context]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
432. core aiva core rag rag engine Function get relevant payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取相關有效載荷\n\n Args:\n vulne...] n4[target_desc = ' '.join([t...] n5[query = f'{vulnerability_typ...] n6[payloads = self.knowledge_base....] n7[sorted_payloads = sorted(payloads, key...] n8[results = [{'payload': e...] n9[logger.info(f'Retrieved {len(res...] n10[return results] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取相關有效載荷\n\n        Args:\n            vulne...]
    n4[target_desc = ' '.join([t...]
    n5[query = f'{vulnerability_typ...]
    n6[payloads = self.knowledge_base....]
    n7[sorted_payloads = sorted(payloads, key...]
    n8[results = [{'payload': e...]
    n9[logger.info(f'Retrieved {len(res...]
    n10[return results]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
433. core aiva core rag rag engine Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取 RAG 引擎統計信息\n\n Returns:\n ...] n4[return {'knowledge_base': se...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取 RAG 引擎統計信息\n\n        Returns:\n         ...]
    n4[return {'knowledge_base': se...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
434. core aiva core rag rag engine Function learn from experience
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從經驗樣本學習\n\n 將成功或失敗的經驗添加到知識庫\n\n ...] n4[self.knowledge_base.add_experience_sample(sample)] n5{if sample.reward.success and s...} n6[self._extract_successful_pattern(sample)] n7[] n8[logger.info(f'Learned from experience: se...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從經驗樣本學習\n\n        將成功或失敗的經驗添加到知識庫\n\n      ...]
    n4[self.knowledge_base.add_experience_sample(sample)]
    n5{if sample.reward.success and s...}
    n6[self._extract_successful_pattern(sample)]
    n7[]
    n8[logger.info(f'Learned from experience: se...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
435. core aiva core rag rag engine Function save knowledge
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存知識庫'] n4[self.knowledge_base.save_knowledge_base()] n5[logger.info('Knowledge base saved&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存知識庫']
    n4[self.knowledge_base.save_knowledge_base()]
    n5[logger.info('Knowledge base saved&&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
436. core aiva core rag rag engine Function suggest next step
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['建議下一步驟\n\n 基於當前狀態和歷史步驟，使用 RAG 建議最佳下一步...] n4[steps_summary = ' -> '.joi...] n5[query = f"{current_state.get...] n6[similar_experiences = self.knowledge_base....] n7[tool_suggestions: dict[str, int] = {}] n8{for entry in similar_experiences} n9[metadata = entry.metadata] n10[next_tool = metadata.get('next_t...] n11{if next_tool} n12[tool_suggestions[next_tool] = tool_suggestions.ge...] n13[] n14[] n15[sorted_suggestions = sorted(tool_suggesti...] n16[context = {'current_state': ...] n17[logger.info(f'Generated step suggestions ...] n18[return context] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n14 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n8 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['建議下一步驟\n\n        基於當前狀態和歷史步驟，使用 RAG 建議最佳下一步...]
    n4[steps_summary = ' -> '.joi...]
    n5[query = f"{current_state.get...]
    n6[similar_experiences = self.knowledge_base....]
    n7[tool_suggestions: dict[str, int] = {}]
    n8{for entry in similar_experiences}
    n9[metadata = entry.metadata]
    n10[next_tool = metadata.get('next_t...]
    n11{if next_tool}
    n12[tool_suggestions[next_tool] = tool_suggestions.ge...]
    n13[]
    n14[]
    n15[sorted_suggestions = sorted(tool_suggesti...]
    n16[context = {'current_state': ...]
    n17[logger.info(f'Generated step suggestions ...]
    n18[return context]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n14
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n8
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
437. core aiva core rag vector store Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化向量存儲\n\n Args:\n backen...] n4[self.backend = backend] n5[self.persist_directory = persist_directory or...] n6[self.embedding_model_name = embedding_model] n7[self.vectors: dict[str, np.ndarray] = {}] n8[self.metadata: dict[str, dict[str, Any]] ...] n9[self.documents: dict[str, str] = {}] n10[self._embedding_model: Any | None = None] n11[self._initialize_backend()] n12[logger.info(f'VectorStore initialized wit...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化向量存儲\n\n        Args:\n            backen...]
    n4[self.backend = backend]
    n5[self.persist_directory = persist_directory or...]
    n6[self.embedding_model_name = embedding_model]
    n7[self.vectors: dict[str, np.ndarray] = {}]
    n8[self.metadata: dict[str, dict[str, Any]] ...]
    n9[self.documents: dict[str, str] = {}]
    n10[self._embedding_model: Any | None = None]
    n11[self._initialize_backend()]
    n12[logger.info(f'VectorStore initialized wit...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
438. core aiva core rag vector store Function get embedding model
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取嵌入模型（延遲加載）'] n4{if self._embedding_model is None} n5[try] n6[from sentence_transformers import SentenceTransfor...] n7[self._embedding_model = SentenceTransformer(...] n8[logger.info(f'Loaded embedding model: ...] n9[] n10[except ImportError] n11[logger.warning('sentence-transformers not...] n12[self._embedding_model = self._simple_embeddi...] n13[] n14[return self._embedding_model] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n13 n5 --> n6 n5 --> n10 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n13 n10 --> n11 n11 --> n12 n12 --> n9 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取嵌入模型（延遲加載）']
    n4{if self._embedding_model is None}
    n5[try]
    n6[from sentence_transformers import SentenceTransfor...]
    n7[self._embedding_model = SentenceTransformer(...]
    n8[logger.info(f'Loaded embedding model: &#1...]
    n9[]
    n10[except ImportError]
    n11[logger.warning('sentence-transformers not...]
    n12[self._embedding_model = self._simple_embeddi...]
    n13[]
    n14[return self._embedding_model]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n13
    n5 --> n6
    n5 --> n10
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n13
    n10 --> n11
    n11 --> n12
    n12 --> n9
    n13 --> n14
    n14 --> n2
439. core aiva core rag vector store Function initialize backend
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化後端存儲'] n4{if self.backend == 'memory'} n5[logger.info('Using in-memory vector store...] n6{if self.backend == 'chroma'} n7[try] n8[import chromadb] n9[self.persist_directory.mkdir(parents=True, exist_o...] n10[self.client = chromadb.PersistentC...] n11[logger.info(f'ChromaDB initialized at ...] n12[] n13[except ImportError] n14[logger.warning('ChromaDB not installed, f...] n15[self.backend = 'memory'] n16{if self.backend == 'faiss'} n17[try] n18[import faiss] n19[self.persist_directory.mkdir(parents=True, exist_o...] n20[self.index = None] n21[logger.info('FAISS backend initialized&am...] n22[] n23[except ImportError] n24[logger.warning('FAISS not installed, fall...] n25[self.backend = 'memory'] n26[] n27[] n28[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n28 n6 -->|Yes| n7 n6 -->|No| n16 n7 --> n8 n7 --> n13 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n27 n13 --> n14 n14 --> n15 n15 --> n12 n16 -->|Yes| n17 n16 -->|No| n26 n17 --> n18 n17 --> n23 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n26 n23 --> n24 n24 --> n25 n25 --> n22 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化後端存儲']
    n4{if self.backend == 'memory'}
    n5[logger.info('Using in-memory vector store...]
    n6{if self.backend == 'chroma'}
    n7[try]
    n8[import chromadb]
    n9[self.persist_directory.mkdir(parents=True, exist_o...]
    n10[self.client = chromadb.PersistentC...]
    n11[logger.info(f'ChromaDB initialized at &#1...]
    n12[]
    n13[except ImportError]
    n14[logger.warning('ChromaDB not installed, f...]
    n15[self.backend = 'memory']
    n16{if self.backend == 'faiss'}
    n17[try]
    n18[import faiss]
    n19[self.persist_directory.mkdir(parents=True, exist_o...]
    n20[self.index = None]
    n21[logger.info('FAISS backend initialized&am...]
    n22[]
    n23[except ImportError]
    n24[logger.warning('FAISS not installed, fall...]
    n25[self.backend = 'memory']
    n26[]
    n27[]
    n28[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n28
    n6 -->|Yes| n7
    n6 -->|No| n16
    n7 --> n8
    n7 --> n13
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n27
    n13 --> n14
    n14 --> n15
    n15 --> n12
    n16 -->|Yes| n17
    n16 -->|No| n26
    n17 --> n18
    n17 --> n23
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n26
    n23 --> n24
    n24 --> n25
    n25 --> n22
    n26 --> n27
    n27 --> n28
    n28 --> n2
440. core aiva core rag vector store Function simple embedding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['簡單的嵌入函數（後備方案）\n\n Args:\n ...] n4[hash_val = hash(text)] n5[dim = 384] n6[np.random.seed(hash_val % 2 ** 32)] n7[embedding = np.random.randn(dim)...] n8[norm = np.linalg.norm(embed...] n9{if norm > 0} n10[embedding = embedding / norm] n11[] n12[return embedding] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['簡單的嵌入函數（後備方案）\n\n        Args:\n            ...]
    n4[hash_val = hash(text)]
    n5[dim = 384]
    n6[np.random.seed(hash_val % 2 ** 32)]
    n7[embedding = np.random.randn(dim)...]
    n8[norm = np.linalg.norm(embed...]
    n9{if norm > 0}
    n10[embedding = embedding / norm]
    n11[]
    n12[return embedding]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
441. core aiva core rag vector store Function add batch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['批量添加文檔\n\n Args:\n doc_ids...] n4{if metadatas is None} n5[metadatas = [{}] * len(doc_ids)] n6[] n7{for (doc_id, text, metadata) in zip(doc_ids, ...} n8[self.add_document(doc_id, text, metadata)] n9[] n10[logger.info(f'Added {len(doc_ids...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n7 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['批量添加文檔\n\n        Args:\n            doc_ids...]
    n4{if metadatas is None}
    n5[metadatas = [{}] * len(doc_ids)]
    n6[]
    n7{for (doc_id, text, metadata) in zip(doc_ids, ...}
    n8[self.add_document(doc_id, text, metadata)]
    n9[]
    n10[logger.info(f'Added {len(doc_ids...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n7
    n9 --> n10
    n10 --> n2
442. core aiva core rag vector store Function add document
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加文檔到向量存儲\n\n Args:\n doc_...] n4[model = self._get_embedding_...] n5{if callable(model)} n6[embedding = model(text)] n7[embedding = model.encode(text, c...] n8[] n9[self.vectors[doc_id] = embedding] n10[self.documents[doc_id] = text] n11[self.metadata[doc_id] = metadata or {}] n12[logger.debug(f'Added document {doc_i...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加文檔到向量存儲\n\n        Args:\n            doc_...]
    n4[model = self._get_embedding_...]
    n5{if callable(model)}
    n6[embedding = model(text)]
    n7[embedding = model.encode(text, c...]
    n8[]
    n9[self.vectors[doc_id] = embedding]
    n10[self.documents[doc_id] = text]
    n11[self.metadata[doc_id] = metadata or {}]
    n12[logger.debug(f'Added document {doc_i...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
443. core aiva core rag vector store Function delete document
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['刪除文檔\n\n Args:\n doc_id: 文...] n4{if doc_id in self.vectors} n5[del self.vectors[doc_id]] n6[del self.documents[doc_id]] n7[del self.metadata[doc_id]] n8[logger.debug(f'Deleted document {doc...] n9[return True] n10[] n11[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n10 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['刪除文檔\n\n        Args:\n            doc_id: 文...]
    n4{if doc_id in self.vectors}
    n5[del self.vectors[doc_id]]
    n6[del self.documents[doc_id]]
    n7[del self.metadata[doc_id]]
    n8[logger.debug(f'Deleted document {doc...]
    n9[return True]
    n10[]
    n11[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n10
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
444. core aiva core rag vector store Function get document
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取文檔\n\n Args:\n doc_id: 文...] n4{if doc_id in self.vectors} n5[return {'doc_id': doc_id, &a...] n6[] n7[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取文檔\n\n        Args:\n            doc_id: 文...]
    n4{if doc_id in self.vectors}
    n5[return {'doc_id': doc_id, &a...]
    n6[]
    n7[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
445. core aiva core rag vector store Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計信息\n\n Returns:\n 統計信息...] n4[return {'total_documents': l...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計信息\n\n        Returns:\n            統計信息...]
    n4[return {'total_documents': l...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
446. core aiva core rag vector store Function load
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從磁盤加載向量存儲\n\n Args:\n path...] n4[load_path = path or self.persist...] n5[vectors_file = load_path / 'vectors...] n6{if vectors_file.exists()} n7[self.vectors = np.load(vectors_file...] n8[] n9[data_file = load_path / 'data.js...] n10{if data_file.exists()} n11[with open(data...] n12[data = json.load(f)] n13[self.documents = data.get('documents&...] n14[self.metadata = data.get('metadata&&#...] n15[] n16[logger.info(f'Loaded {len(self.v...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n15 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從磁盤加載向量存儲\n\n        Args:\n            path...]
    n4[load_path = path or self.persist...]
    n5[vectors_file = load_path / 'vectors...]
    n6{if vectors_file.exists()}
    n7[self.vectors = np.load(vectors_file...]
    n8[]
    n9[data_file = load_path / 'data.js...]
    n10{if data_file.exists()}
    n11[with open(data...]
    n12[data = json.load(f)]
    n13[self.documents = data.get('documents&...]
    n14[self.metadata = data.get('metadata&&#...]
    n15[]
    n16[logger.info(f'Loaded {len(self.v...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n15
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
447. core aiva core rag vector store Function save
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存向量存儲到磁盤\n\n Args:\n path...] n4[save_path = path or self.persist...] n5[save_path.mkdir(parents=True, exist_ok=True)] n6[vectors_file = save_path / 'vectors...] n7[np.save(vectors_file, self.vectors)] n8[data_file = save_path / 'data.js...] n9[with open(data...] n10[json.dump({'documents': ...] n11[logger.info(f'Vector store saved to {...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存向量存儲到磁盤\n\n        Args:\n            path...]
    n4[save_path = path or self.persist...]
    n5[save_path.mkdir(parents=True, exist_ok=True)]
    n6[vectors_file = save_path / 'vectors...]
    n7[np.save(vectors_file, self.vectors)]
    n8[data_file = save_path / 'data.js...]
    n9[with open(data...]
    n10[json.dump({'documents': ...]
    n11[logger.info(f'Vector store saved to &#123...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
448. core aiva core rag vector store Function search
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['搜索相似文檔\n\n Args:\n query: ...] n4[model = self._get_embedding_...] n5{if callable(model)} n6[query_embedding = model(query)] n7[query_embedding = model.encode(query, ...] n8[] n9[similarities = []] n10{for (doc_id, doc_embedding) in self.vectors.items...} n11{if filter_metadata} n12[doc_meta = self.metadata.get(do...] n13{if not all((doc_meta.get(k) ==...} n14[continue] n15[] n16[] n17[similarity = np.dot(query_embeddi...] n18[similarities.append({'doc_id&...] n19[] n20[similarities.sort(key=lambda x: float(x.get(&...] n21[return similarities[:top_k]] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n19 n11 -->|Yes| n12 n11 -->|No| n16 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n10 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['搜索相似文檔\n\n        Args:\n            query: ...]
    n4[model = self._get_embedding_...]
    n5{if callable(model)}
    n6[query_embedding = model(query)]
    n7[query_embedding = model.encode(query, ...]
    n8[]
    n9[similarities = []]
    n10{for (doc_id, doc_embedding) in self.vectors.items...}
    n11{if filter_metadata}
    n12[doc_meta = self.metadata.get(do...]
    n13{if not all((doc_meta.get(k) ==...}
    n14[continue]
    n15[]
    n16[]
    n17[similarity = np.dot(query_embeddi...]
    n18[similarities.append({'doc_id&&#3...]
    n19[]
    n20[similarities.sort(key=lambda x: float(x.get(&...]
    n21[return similarities[:top_k]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n19
    n11 -->|Yes| n12
    n11 -->|No| n16
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n10
    n19 --> n20
    n20 --> n21
    n21 --> n2
449. core aiva core schemas Function all tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有任務的平面列表'] n4[return self.xss_tasks + self.sqli_tas...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有任務的平面列表']
    n4[return self.xss_tasks + self.sqli_tas...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
450. core aiva core schemas Function total candidates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['總候選數量'] n4[return len(self.xss_candidates) + len...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['總候選數量']
    n4[return len(self.xss_candidates) + len...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
451. core aiva core schemas Function total tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['總任務數量'] n4[return len(self.xss_tasks) + len(self...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['總任務數量']
    n4[return len(self.xss_tasks) + len(self...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
452. core aiva core schemas Function validate confidence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證置信度範圍'] n4{if not 0.0 <= v <= 1.0} n5[raise ValueError('Confidence must be betw...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證置信度範圍']
    n4{if not 0.0 <= v <= 1.0}
    n5[raise ValueError('Confidence must be betw...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
453. core aiva core schemas Function validate risk score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證風險評分範圍'] n4{if not 0 <= v <= 100} n5[raise ValueError('Risk score must be betw...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證風險評分範圍']
    n4{if not 0 <= v <= 100}
    n5[raise ValueError('Risk score must be betw...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
454. core aiva core state session state manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._scans: dict[str, ScanCompletedPayload] = &#...] n4[self._tasks: dict[str, TaskUpdatePayload] = {...] n5[self._sessions: dict[str, dict[str, Any]]...] n6[self._session_history: dict[str, list[dict[st...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._scans: dict[str, ScanCompletedPayload] = &#...]
    n4[self._tasks: dict[str, TaskUpdatePayload] = &#123...]
    n5[self._sessions: dict[str, dict[str, Any]]...]
    n6[self._session_history: dict[str, list[dict[st...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
455. core aiva core state session state manager Function get session context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取會話上下文資訊，用於策略調整'] n4[session = self._sessions.get(s...] n5[history = self._session_histor...] n6[return {'scan_id': scan_id, ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取會話上下文資訊，用於策略調整']
    n4[session = self._sessions.get(s...]
    n5[history = self._session_histor...]
    n6[return {'scan_id': scan_id, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
456. core aiva core state session state manager Function get session status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取會話狀態摘要'] n4[session = self._sessions.get(s...] n5[return {'scan_id': scan_id, ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取會話狀態摘要']
    n4[session = self._sessions.get(s...]
    n5[return {'scan_id': scan_id, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
457. core aiva core state session state manager Function update context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新會話上下文資料'] n4{if scan_id not in self._sessions} n5[self._sessions[scan_id] = {'crea...] n6[self._session_history[scan_id] = []] n7[] n8[self._sessions[scan_id].update(context_data)] n9[self._sessions[scan_id]['updated_...] n10[logger.debug(f'Updated context for sessio...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新會話上下文資料']
    n4{if scan_id not in self._sessions}
    n5[self._sessions[scan_id] = {'crea...]
    n6[self._session_history[scan_id] = []]
    n7[]
    n8[self._sessions[scan_id].update(context_data)]
    n9[self._sessions[scan_id]['updated_...]
    n10[logger.debug(f'Updated context for sessio...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
458. core aiva core state session state manager Function update session status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新會話狀態'] n4{if session_id not in self._ses...} n5[self._sessions[session_id] = {'c...] n6[self._session_history[session_id] = []] n7[] n8[self._sessions[session_id]['statu...] n9[self._sessions[session_id]['updat...] n10{if additional_data} n11[self._sessions[session_id].update(additional_...] n12[] n13[self._session_history[session_id].append( ...] n14[logger.info(f'Updated session {sessi...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新會話狀態']
    n4{if session_id not in self._ses...}
    n5[self._sessions[session_id] = {'c...]
    n6[self._session_history[session_id] = []]
    n7[]
    n8[self._sessions[session_id]['statu...]
    n9[self._sessions[session_id]['updat...]
    n10{if additional_data}
    n11[self._sessions[session_id].update(additional_...]
    n12[]
    n13[self._session_history[session_id].append(&#12...]
    n14[logger.info(f'Updated session {sessi...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
459. core aiva core storage backends Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.db_backend = db_backend] n4[self.jsonl_backend = jsonl_backend or JSO...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.db_backend = db_backend]
    n4[self.jsonl_backend = jsonl_backend or JSO...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
460. core aiva core storage config Function get storage config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取存儲配置'] n4[return {'data_root': str(...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取存儲配置']
    n4[return {'data_root': str&#40...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
461. core aiva core storage storage manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化存儲管理器\n\n Args:\n ...] n4[self.data_root = Path(data_root)] n5[self.db_type = db_type] n6[self.db_config = db_config or {}] n7[self.dirs: dict[str, Any] = {'tr...] n8{if auto_create_dirs} n9[self.initialize()] n10[] n11[self.backend = self._create_backend...] n12[logger.info(f'StorageManager initialized:...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化存儲管理器\n\n        Args:\n       ...]
    n4[self.data_root = Path(data_root)]
    n5[self.db_type = db_type]
    n6[self.db_config = db_config or {}]
    n7[self.dirs: dict[str, Any] = {'tr...]
    n8{if auto_create_dirs}
    n9[self.initialize()]
    n10[]
    n11[self.backend = self._create_backend...]
    n12[logger.info(f'StorageManager initialized:...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
462. core aiva core storage storage manager Function create backend
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建存儲後端'] n4{if self.db_type == 'sqlite'} n5[db_path = self.db_config.get('...] n6[return SQLiteBackend(db_path=db_path)] n7{if self.db_type == 'postgres'} n8[return PostgreSQLBackend(host=self.db...] n9{if self.db_type == 'jsonl'} n10[experiences_dir = self.db_config.get('...] n11[return JSONLBackend(data_dir=experien...] n12{if self.db_type == 'hybrid'} n13[db_backend = SQLiteBackend(db_pat...] n14[jsonl_backend = JSONLBackend(data_di...] n15[return HybridBackend(db_backend=db_ba...] n16[raise ValueError(f'Unknown database type:...] n17[] n18[] n19[] n20[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n20 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n19 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n18 n12 -->|Yes| n13 n12 -->|No| n16 n13 --> n14 n14 --> n15 n15 --> n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建存儲後端']
    n4{if self.db_type == 'sqlite'}
    n5[db_path = self.db_config.get('...]
    n6[return SQLiteBackend(db_path=db_path)]
    n7{if self.db_type == 'postgres'}
    n8[return PostgreSQLBackend(host=self.db...]
    n9{if self.db_type == 'jsonl'}
    n10[experiences_dir = self.db_config.get('...]
    n11[return JSONLBackend(data_dir=experien...]
    n12{if self.db_type == 'hybrid'}
    n13[db_backend = SQLiteBackend(db_pat...]
    n14[jsonl_backend = JSONLBackend(data_di...]
    n15[return HybridBackend(db_backend=db_ba...]
    n16[raise ValueError(f'Unknown database type:...]
    n17[]
    n18[]
    n19[]
    n20[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n20
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n19
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n18
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 --> n14
    n14 --> n15
    n15 --> n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
463. core aiva core storage storage manager Function get dir size
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算目錄大小'] n4{if not path.exists()} n5[return 0] n6[] n7[return sum((f.stat().st_size for f in...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算目錄大小']
    n4{if not path.exists()}
    n5[return 0]
    n6[]
    n7[return sum((f.stat().st_size for f in...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
464. core aiva core storage storage manager Function get path
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取數據路徑'] n4{if category not in self.dirs} n5[raise ValueError(f'Unknown category: ...] n6[] n7{if subcategory} n8[paths = self.dirs[category]] n9{if isinstance(paths, dict) and...} n10[result = paths[subcategory]] n11{if isinstance(result, Path)} n12[return result] n13[] n14[raise TypeError(f'Path for {category...] n15[raise ValueError(f'Unknown subcategory: &...] n16[] n17[] n18[paths = self.dirs[category]] n19{if isinstance(paths, dict)} n20[result = paths.get('root')] n21{if isinstance(result, Path)} n22[return result] n23[] n24[raise TypeError(f'Root path for {cat...] n25[] n26{if isinstance(paths, Path)} n27[return paths] n28[] n29[raise TypeError(f'Path for {category...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n17 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n15 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n25 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n28 n28 --> n29 n29 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取數據路徑']
    n4{if category not in self.dirs}
    n5[raise ValueError(f'Unknown category: &#12...]
    n6[]
    n7{if subcategory}
    n8[paths = self.dirs[category]]
    n9{if isinstance(paths, dict) and...}
    n10[result = paths[subcategory]]
    n11{if isinstance(result, Path)}
    n12[return result]
    n13[]
    n14[raise TypeError(f'Path for {category...]
    n15[raise ValueError(f'Unknown subcategory: &...]
    n16[]
    n17[]
    n18[paths = self.dirs[category]]
    n19{if isinstance(paths, dict)}
    n20[result = paths.get('root')]
    n21{if isinstance(result, Path)}
    n22[return result]
    n23[]
    n24[raise TypeError(f'Root path for {cat...]
    n25[]
    n26{if isinstance(paths, Path)}
    n27[return paths]
    n28[]
    n29[raise TypeError(f'Path for {category...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n17
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n15
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n25
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n28
    n28 --> n29
    n29 --> n2
465. core aiva core storage storage manager Function initialize
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建所有必要的目錄'] n4{for (_category, paths) in self.dirs.items()} n5{if isinstance(paths, dict)} n6{for path in paths.values()} n7{if isinstance(path, Path)} n8[path.mkdir(parents=True, exist_ok=True)] n9[logger.debug(f'Created directory: {p...] n10[] n11[] n12{if isinstance(paths, Path)} n13[paths.mkdir(parents=True, exist_ok=True)] n14[logger.debug(f'Created directory: {p...] n15[] n16[] n17[] n18[logger.info('All data directories initial...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n17 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n11 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n6 n11 --> n16 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n4 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建所有必要的目錄']
    n4{for (_category, paths) in self.dirs.items()}
    n5{if isinstance(paths, dict)}
    n6{for path in paths.values()}
    n7{if isinstance(path, Path)}
    n8[path.mkdir(parents=True, exist_ok=True)]
    n9[logger.debug(f'Created directory: {p...]
    n10[]
    n11[]
    n12{if isinstance(paths, Path)}
    n13[paths.mkdir(parents=True, exist_ok=True)]
    n14[logger.debug(f'Created directory: {p...]
    n15[]
    n16[]
    n17[]
    n18[logger.info('All data directories initial...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n17
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n6
    n11 --> n16
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n4
    n17 --> n18
    n18 --> n2
466. core aiva core training scenario manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化場景管理器\n\n Args:\n scena...] n4[self.scenarios_dir = scenarios_dir or Pat...] n5[self.scenarios_dir.mkdir(parents=True, exist_ok=Tr...] n6[self.storage = storage_backend] n7[self.scenarios: dict[str, StandardScenario] = ...] n8[self.difficulty_scores = {'easy&#...] n9[logger.info(f'ScenarioManager initialized...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化場景管理器\n\n        Args:\n            scena...]
    n4[self.scenarios_dir = scenarios_dir or Pat...]
    n5[self.scenarios_dir.mkdir(parents=True, exist_ok=Tr...]
    n6[self.storage = storage_backend]
    n7[self.scenarios: dict[str, StandardScenario] = &#1...]
    n8[self.difficulty_scores = {'easy&&#35...]
    n9[logger.info(f'ScenarioManager initialized...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
467. core aiva core training scenario manager Function create juice shop sql login plan
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建 Juice Shop SQL 登入繞過計畫'] n4[plan_id = f'plan_{uuid4().hex ...] n5[scan_id = f'scan_{uuid4().hex ...] n6[steps = [AttackStep(step_id=...] n7[plan = AttackPlan(plan_id=p...] n8[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建 Juice Shop SQL 登入繞過計畫']
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[scan_id = f'scan_{uuid4().hex&#9...]
    n6[steps = [AttackStep(step_id=...]
    n7[plan = AttackPlan(plan_id=p...]
    n8[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
468. core aiva core training scenario manager Function create juice shop xss dom plan
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建 Juice Shop DOM XSS 計畫'] n4[plan_id = f'plan_{uuid4().hex ...] n5[scan_id = f'scan_{uuid4().hex ...] n6[steps = [AttackStep(step_id=...] n7[plan = AttackPlan(plan_id=p...] n8[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建 Juice Shop DOM XSS 計畫']
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[scan_id = f'scan_{uuid4().hex&#9...]
    n6[steps = [AttackStep(step_id=...]
    n7[plan = AttackPlan(plan_id=p...]
    n8[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
469. core aiva core training scenario manager Function create sql injection plan easy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建簡單 SQL 注入攻擊計畫'] n4[plan_id = f'plan_{uuid4().hex ...] n5[scan_id = f'scan_{uuid4().hex ...] n6[steps = [AttackStep(step_id=...] n7[plan = AttackPlan(plan_id=p...] n8[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建簡單 SQL 注入攻擊計畫']
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[scan_id = f'scan_{uuid4().hex&#9...]
    n6[steps = [AttackStep(step_id=...]
    n7[plan = AttackPlan(plan_id=p...]
    n8[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
470. core aiva core training scenario manager Function create sql injection plan medium
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建中等難度 SQL 注入攻擊計畫'] n4[plan_id = f'plan_{uuid4().hex ...] n5[scan_id = f'scan_{uuid4().hex ...] n6[steps = [AttackStep(step_id=...] n7[plan = AttackPlan(plan_id=p...] n8[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建中等難度 SQL 注入攻擊計畫']
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[scan_id = f'scan_{uuid4().hex&#9...]
    n6[steps = [AttackStep(step_id=...]
    n7[plan = AttackPlan(plan_id=p...]
    n8[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
471. core aiva core training scenario manager Function create ssrf plan medium
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建中等難度 SSRF 攻擊計畫'] n4[plan_id = f'plan_{uuid4().hex ...] n5[scan_id = f'scan_{uuid4().hex ...] n6[steps = [AttackStep(step_id=...] n7[plan = AttackPlan(plan_id=p...] n8[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建中等難度 SSRF 攻擊計畫']
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[scan_id = f'scan_{uuid4().hex&#9...]
    n6[steps = [AttackStep(step_id=...]
    n7[plan = AttackPlan(plan_id=p...]
    n8[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
472. core aiva core training scenario manager Function create xss plan easy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建簡單 XSS 攻擊計畫'] n4[plan_id = f'plan_{uuid4().hex ...] n5[scan_id = f'scan_{uuid4().hex ...] n6[steps = [AttackStep(step_id=...] n7[plan = AttackPlan(plan_id=p...] n8[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建簡單 XSS 攻擊計畫']
    n4[plan_id = f'plan_{uuid4().hex&#9...]
    n5[scan_id = f'scan_{uuid4().hex&#9...]
    n6[steps = [AttackStep(step_id=...]
    n7[plan = AttackPlan(plan_id=p...]
    n8[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
473. core aiva core training scenario manager Function estimate duration
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['估算計畫執行時間\n\n Args:\n plan:...] n4[base_time = len(plan.steps) * 5....] n5[timeout_sum = sum((step.timeout_se...] n6[return max(base_time, timeout_sum * 0...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['估算計畫執行時間\n\n        Args:\n            plan:...]
    n4[base_time = len(plan.steps) * 5....]
    n5[timeout_sum = sum((step.timeout_se...]
    n6[return max(base_time, timeout_sum * 0...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
474. core aiva core training training orchestrator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化訓練編排器\n\n Args:\n scena...] n4[self.scenario_manager = scenario_manager] n5[self.rag_engine = rag_engine] n6[self.plan_executor = plan_executor] n7[self.experience_manager = experience_manager] n8[self.model_trainer = model_trainer] n9[self.data_directory = data_directory or Pa...] n10[self.data_directory.mkdir(parents=True, exist_ok=T...] n11[self.training_sessions: list[dict[str, Any]&#...] n12[self.current_session: dict[str, Any] | None ...] n13[logger.info('TrainingOrchestrator initial...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化訓練編排器\n\n        Args:\n            scena...]
    n4[self.scenario_manager = scenario_manager]
    n5[self.rag_engine = rag_engine]
    n6[self.plan_executor = plan_executor]
    n7[self.experience_manager = experience_manager]
    n8[self.model_trainer = model_trainer]
    n9[self.data_directory = data_directory or Pa...]
    n10[self.data_directory.mkdir(parents=True, exist_ok=T...]
    n11[self.training_sessions: list[dict[str, Any]&#...]
    n12[self.current_session: dict[str, Any] | None ...]
    n13[logger.info('TrainingOrchestrator initial...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
475. core aiva core training training orchestrator Function save single session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存單個會話\n\n Args:\n session...] n4[import json] n5[session_file = self.data_directory ...] n6[with open(sess...] n7[json.dump(session, f, indent=2)] n8[logger.info(f'Session saved: {sessio...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存單個會話\n\n        Args:\n            session...]
    n4[import json]
    n5[session_file = self.data_directory ...]
    n6[with open(sess...]
    n7[json.dump(session, f, indent=2)]
    n8[logger.info(f'Session saved: {sessio...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
476. core aiva core training training orchestrator Function get training statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取訓練統計信息\n\n Returns:\n 統計...] n4[total_episodes = sum((len(session[&&#...] n5[successful_episodes = sum((sum((1 for ep ...] n6[return {'total_sessions': le...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取訓練統計信息\n\n        Returns:\n            統計...]
    n4[total_episodes = sum((len(session[&&#...]
    n5[successful_episodes = sum((sum((1 for ep ...]
    n6[return {'total_sessions': le...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
477. core aiva core training training orchestrator Function save session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存訓練會話\n\n Args:\n session...] n4{if session_id is None} n5{for session in self.training_ses...} n6[self._save_single_session(session)] n7[] n8[session = next((s for s in sel...] n9{if session} n10[self._save_single_session(session)] n11[] n12[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n5 n7 --> n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存訓練會話\n\n        Args:\n            session...]
    n4{if session_id is None}
    n5{for session in self.training_ses...}
    n6[self._save_single_session(session)]
    n7[]
    n8[session = next((s for s in sel...]
    n9{if session}
    n10[self._save_single_session(session)]
    n11[]
    n12[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n5
    n7 --> n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
478. core aiva core ui panel auto server Function find free port
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['尋找可用的端口號.\n\n Args:\n start_port: ...] n4{for port in range(start_port,...} n5[try] n6[with socket.so...] n7[s.bind(('127.0.0.1', port...] n8[return port] n9[] n10[except OSError] n11[continue] n12[] n13[msg = f'無法在 {start_port}-{...] n14[raise RuntimeError(msg)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n12 n5 --> n6 n5 --> n10 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n4 n10 --> n11 n11 --> n9 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['尋找可用的端口號.\n\n    Args:\n        start_port: ...]
    n4{for port in range(start_port,...}
    n5[try]
    n6[with socket.so...]
    n7[s.bind(('127.0.0.1', port...]
    n8[return port]
    n9[]
    n10[except OSError]
    n11[continue]
    n12[]
    n13[msg = f'無法在 {start_port}-{...]
    n14[raise RuntimeError(msg)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n12
    n5 --> n6
    n5 --> n10
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n4
    n10 --> n11
    n11 --> n9
    n12 --> n13
    n13 --> n14
    n14 --> n2
479. core aiva core ui panel auto server Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['主程式進入點.'] n4[import argparse] n5[parser = argparse.ArgumentPar...] n6[parser.add_argument('--mode',...] n7[parser.add_argument('--host',...] n8[parser.add_argument('--ports'...] n9[args = parser.parse_args()] n10[start_auto_server(mode=args.mode, host=args.host, ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['主程式進入點.']
    n4[import argparse]
    n5[parser = argparse.ArgumentPar...]
    n6[parser.add_argument('--mode',...]
    n7[parser.add_argument('--host',...]
    n8[parser.add_argument('--ports'...]
    n9[args = parser.parse_args()]
    n10[start_auto_server(mode=args.mode, host=args.host, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
480. core aiva core ui panel auto server Function start auto server
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['啟動自動端口選擇的 UI 伺服器.\n\n Args:\n mode...] n4[logging.basicConfig(level=logging.INFO, format=&&...] n5[try] n6[import uvicorn] n7[from .improved_ui import create_app] n8[] n9[except ImportError] n10[logger.error(f'匯入錯誤: {e}&&#...] n11[logger.error('請確保已安裝所需套件: pip install fas...] n12[return] n13[app = create_app(mode=mode...] n14[port = None] n15{if preferred_ports} n16{for preferred_port in preferred_ports} n17[try] n18[with socket.so...] n19[s.bind((host, preferred_port))] n20[port = preferred_port] n21[logger.info(f'使用偏好端口: {port}&am...] n22[break] n23[] n24[except OSError] n25[continue] n26[] n27[] n28{if port is None} n29[try] n30[port = find_free_port()] n31[logger.info(f'自動選擇端口: {port}&am...] n32[] n33[except RuntimeError] n34[logger.error(f'端口選擇失敗: {e}&...] n35[return] n36[] n37[logger.info(f"\n{'=&...] n38[logger.info(' 🚀 啟動 AIVA UI 面板 (自動端口...] n39[logger.info(f"{'=&#...] n40[logger.info(f'🌐 位址: http://{host ...] n41[logger.info(f'📖 API 文檔: http://{host...] n42[logger.info(f'🔧 模式: {mode}&...] n43[logger.info(f"{'=&#...] n44[try] n45[uvicorn.run(app, host=host, port=port, log_level=&...] n46[] n47[except OSError] n48{if 'Address already in use' in...} n49[logger.error(f'端口 {port} 被佔用，嘗試...] n50[try] n51[new_port = find_free_port(port ...] n52[logger.info(f'使用新端口: {new_port}...] n53[uvicorn.run(app, host=host, port=new_port, log_lev...] n54[] n55[except RuntimeError] n56[logger.error(f'重試失敗: {retry_error...] n57[logger.error(f'伺服器啟動失敗: {e}&...] n58[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n9 n6 --> n7 n7 --> n8 n8 --> n13 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n8 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n27 n16 -->|Yes| n17 n16 -->|No| n26 n17 --> n18 n17 --> n24 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n16 n24 --> n25 n25 --> n23 n26 --> n27 n27 --> n28 n28 -->|Yes| n29 n28 -->|No| n36 n29 --> n30 n29 --> n33 n30 --> n31 n31 --> n32 n32 --> n36 n33 --> n34 n34 --> n35 n35 --> n32 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n44 n44 --> n45 n44 --> n47 n45 --> n46 n46 --> n2 n47 --> n48 n48 -->|Yes| n49 n48 -->|No| n57 n49 --> n50 n50 --> n51 n50 --> n55 n51 --> n52 n52 --> n53 n53 --> n54 n54 --> n58 n55 --> n56 n56 --> n54 n57 --> n58 n58 --> n46 
flowchart TB
    n1([開始])
    n2([結束])
    n3['啟動自動端口選擇的 UI 伺服器.\n\n    Args:\n        mode...]
    n4[logging.basicConfig(level=logging.INFO, format=&&...]
    n5[try]
    n6[import uvicorn]
    n7[from .improved_ui import create_app]
    n8[]
    n9[except ImportError]
    n10[logger.error(f'匯入錯誤: {e}&&#...]
    n11[logger.error('請確保已安裝所需套件: pip install fas...]
    n12[return]
    n13[app = create_app(mode=mode...]
    n14[port = None]
    n15{if preferred_ports}
    n16{for preferred_port in preferred_ports}
    n17[try]
    n18[with socket.so...]
    n19[s.bind((host, preferred_port))]
    n20[port = preferred_port]
    n21[logger.info(f'使用偏好端口: {port}&am...]
    n22[break]
    n23[]
    n24[except OSError]
    n25[continue]
    n26[]
    n27[]
    n28{if port is None}
    n29[try]
    n30[port = find_free_port()]
    n31[logger.info(f'自動選擇端口: {port}&am...]
    n32[]
    n33[except RuntimeError]
    n34[logger.error(f'端口選擇失敗: {e}&...]
    n35[return]
    n36[]
    n37[logger.info(f"\n{'=&&#3...]
    n38[logger.info('   🚀 啟動 AIVA UI 面板 (自動端口...]
    n39[logger.info(f"{'=&#...]
    n40[logger.info(f'🌐 位址: http://{host&#12...]
    n41[logger.info(f'📖 API 文檔: http://{host...]
    n42[logger.info(f'🔧 模式: {mode}&...]
    n43[logger.info(f"{'=&#...]
    n44[try]
    n45[uvicorn.run(app, host=host, port=port, log_level=&amp...]
    n46[]
    n47[except OSError]
    n48{if 'Address already in use' in...}
    n49[logger.error(f'端口 {port} 被佔用，嘗試...]
    n50[try]
    n51[new_port = find_free_port(port ...]
    n52[logger.info(f'使用新端口: {new_port}...]
    n53[uvicorn.run(app, host=host, port=new_port, log_lev...]
    n54[]
    n55[except RuntimeError]
    n56[logger.error(f'重試失敗: {retry_error&#1...]
    n57[logger.error(f'伺服器啟動失敗: {e}&amp...]
    n58[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n9
    n6 --> n7
    n7 --> n8
    n8 --> n13
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n8
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n27
    n16 -->|Yes| n17
    n16 -->|No| n26
    n17 --> n18
    n17 --> n24
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n16
    n24 --> n25
    n25 --> n23
    n26 --> n27
    n27 --> n28
    n28 -->|Yes| n29
    n28 -->|No| n36
    n29 --> n30
    n29 --> n33
    n30 --> n31
    n31 --> n32
    n32 --> n36
    n33 --> n34
    n34 --> n35
    n35 --> n32
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 --> n44
    n44 --> n45
    n44 --> n47
    n45 --> n46
    n46 --> n2
    n47 --> n48
    n48 -->|Yes| n49
    n48 -->|No| n57
    n49 --> n50
    n50 --> n51
    n50 --> n55
    n51 --> n52
    n52 --> n53
    n53 --> n54
    n54 --> n58
    n55 --> n56
    n56 --> n54
    n57 --> n58
    n58 --> n46
481. core aiva core ui panel dashboard Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化控制面板.\n\n Args:\n mode:...] n4[self.mode = mode] n5[self.ai_agent: Any = None] n6[self.scan_tasks: list[dict[str, Any]] = &...] n7[self.detection_results: list[dict[str, Any]&#...] n8[logger.info(f"\n{'=&...] n9[logger.info(' AIVA 控制面板初始化'...] n10[logger.info(f"{'=&#...] n11[logger.info(f'運作模式: {self._get_mode_...] n12{if mode in ('ai', &#3...} n13[self._init_ai_agent()] n14[] n15[logger.info(f"{'=&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化控制面板.\n\n        Args:\n            mode:...]
    n4[self.mode = mode]
    n5[self.ai_agent: Any = None]
    n6[self.scan_tasks: list[dict[str, Any]] = &...]
    n7[self.detection_results: list[dict[str, Any]&#...]
    n8[logger.info(f"\n{'=&&#3...]
    n9[logger.info('   AIVA 控制面板初始化'...]
    n10[logger.info(f"{'=&#...]
    n11[logger.info(f'運作模式: {self._get_mode_...]
    n12{if mode in ('ai', &#3...}
    n13[self._init_ai_agent()]
    n14[]
    n15[logger.info(f"{'=&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n2
482. core aiva core ui panel dashboard Function get mode display
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取模式的顯示名稱.'] n4[mode_map = {'ui': &#...] n5[return mode_map.get(self.mode, '未知模式&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取模式的顯示名稱.']
    n4[mode_map = {'ui': &#...]
    n5[return mode_map.get(self.mode, '未知模式&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
483. core aiva core ui panel dashboard Function init ai agent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 AI 代理.'] n4[try] n5[from ..ai_engine import BioNeuronRAGAgent] n6[logger.info('\n[AI] 正在初始化 BioNeur...] n7[self.ai_agent = BioNeuronRAGAgent(co...] n8[logger.info('[AI] AI 代理初始化成功&...] n9[] n10[except Exception] n11[logger.error(f'[AI] AI 代理初始化失敗: &...] n12{if self.mode == 'ai'} n13[raise] n14[] n15[logger.warning('[AI] 將以純 UI 模式運作&...] n16[self.mode = 'ui'] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n10 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n9 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 AI 代理.']
    n4[try]
    n5[from ..ai_engine import BioNeuronRAGAgent]
    n6[logger.info('\n[AI] 正在初始化 BioNeur...]
    n7[self.ai_agent = BioNeuronRAGAgent(co...]
    n8[logger.info('[AI] AI 代理初始化成功&...]
    n9[]
    n10[except Exception]
    n11[logger.error(f'[AI] AI 代理初始化失敗: &...]
    n12{if self.mode == 'ai'}
    n13[raise]
    n14[]
    n15[logger.warning('[AI] 將以純 UI 模式運作&...]
    n16[self.mode = 'ui']
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n10
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n9
484. core aiva core ui panel dashboard Function analyze code
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析程式碼.\n\n Args:\n file_pa...] n4{if use_ai is None} n5[use_ai = self.mode in ('ai', ...] n6[] n7{if use_ai and self.ai_agent} n8[logger.info(f'\n[AI] 使用 AI 代理分析程式...] n9[result = self.ai_agent.invoke...] n10[return result] n11[logger.info(f'\n[UI] 使用 UI 模式分析程式...] n12[from pathlib import Path] n13[try] n14[content = Path(f'c:/D/E/AIVA/A...] n15[lines = content.splitlines()] n16[return {'status': &#...] n17[] n18[except Exception] n19[return {'status': &#...] n20[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n20 n11 --> n12 n12 --> n13 n13 --> n14 n13 --> n18 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n20 n18 --> n19 n19 --> n17 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析程式碼.\n\n        Args:\n            file_pa...]
    n4{if use_ai is None}
    n5[use_ai = self.mode in ('ai', ...]
    n6[]
    n7{if use_ai and self.ai_agent}
    n8[logger.info(f'\n[AI] 使用 AI 代理分析程式...]
    n9[result = self.ai_agent.invoke...]
    n10[return result]
    n11[logger.info(f'\n[UI] 使用 UI 模式分析程式...]
    n12[from pathlib import Path]
    n13[try]
    n14[content = Path(f'c:/D/E/AIVA/A...]
    n15[lines = content.splitlines()]
    n16[return {'status': &#...]
    n17[]
    n18[except Exception]
    n19[return {'status': &#...]
    n20[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n20
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n13 --> n18
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n20
    n18 --> n19
    n19 --> n17
    n20 --> n2
485. core aiva core ui panel dashboard Function detect vulnerability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行漏洞檢測.\n\n Args:\n vuln_t...] n4{if use_ai is None} n5[use_ai = self.mode in ('ai', ...] n6[] n7{if use_ai and self.ai_agent} n8[logger.info(f'\n[AI] 使用 AI 代理執行 &...] n9[result = self.ai_agent.invoke...] n10[detection = {'vuln_type': vu...] n11[logger.info(f'\n[UI] 使用 UI 模式執行 &...] n12[detection = {'vuln_type': vu...] n13[] n14[self.detection_results.append(detection)] n15[return detection] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行漏洞檢測.\n\n        Args:\n            vuln_t...]
    n4{if use_ai is None}
    n5[use_ai = self.mode in ('ai', ...]
    n6[]
    n7{if use_ai and self.ai_agent}
    n8[logger.info(f'\n[AI] 使用 AI 代理執行 &...]
    n9[result = self.ai_agent.invoke...]
    n10[detection = {'vuln_type': vu...]
    n11[logger.info(f'\n[UI] 使用 UI 模式執行 &...]
    n12[detection = {'vuln_type': vu...]
    n13[]
    n14[self.detection_results.append(detection)]
    n15[return detection]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
486. core aiva core ui panel dashboard Function get ai history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取 AI 代理的執行歷史.'] n4{if self.ai_agent} n5[return self.ai_agent.get_history()] n6[] n7[return []] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取 AI 代理的執行歷史.']
    n4{if self.ai_agent}
    n5[return self.ai_agent.get_history()]
    n6[]
    n7[return []]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
487. core aiva core ui panel dashboard Function get detections
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有檢測結果.'] n4[return self.detection_results] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有檢測結果.']
    n4[return self.detection_results]
    n1 --> n3
    n3 --> n4
    n4 --> n2
488. core aiva core ui panel dashboard Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計資訊.'] n4[stats = {'mode': self.mode, ...] n5{if self.ai_agent} n6[ai_stats = self.ai_agent.get_kn...] n7[stats.update({'ai_chunks&#39...] n8[] n9[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計資訊.']
    n4[stats = {'mode': self.mode, ...]
    n5{if self.ai_agent}
    n6[ai_stats = self.ai_agent.get_kn...]
    n7[stats.update({'ai_chunks&#39...]
    n8[]
    n9[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
489. core aiva core ui panel dashboard Function get tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有掃描任務.'] n4[return self.scan_tasks] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有掃描任務.']
    n4[return self.scan_tasks]
    n1 --> n3
    n3 --> n4
    n4 --> n2
490. core aiva core ui panel dashboard Function read code
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['讀取程式碼檔案.\n\n Args:\n file_...] n4{if use_ai is None} n5[use_ai = self.mode in ('ai', ...] n6[] n7{if use_ai and self.ai_agent} n8[logger.info(f'\n[AI] 使用 AI 代理讀取檔案...] n9[result = self.ai_agent.invoke...] n10[return result] n11[logger.info(f'\n[UI] 使用 UI 模式讀取檔案...] n12[from pathlib import Path] n13[try] n14[content = Path(f'c:/D/E/AIVA/A...] n15[return {'status': &#...] n16[] n17[except Exception] n18[return {'status': &#...] n19[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n19 n11 --> n12 n12 --> n13 n13 --> n14 n13 --> n17 n14 --> n15 n15 --> n16 n16 --> n19 n17 --> n18 n18 --> n16 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['讀取程式碼檔案.\n\n        Args:\n            file_...]
    n4{if use_ai is None}
    n5[use_ai = self.mode in ('ai', ...]
    n6[]
    n7{if use_ai and self.ai_agent}
    n8[logger.info(f'\n[AI] 使用 AI 代理讀取檔案...]
    n9[result = self.ai_agent.invoke...]
    n10[return result]
    n11[logger.info(f'\n[UI] 使用 UI 模式讀取檔案...]
    n12[from pathlib import Path]
    n13[try]
    n14[content = Path(f'c:/D/E/AIVA/A...]
    n15[return {'status': &#...]
    n16[]
    n17[except Exception]
    n18[return {'status': &#...]
    n19[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n19
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n13 --> n17
    n14 --> n15
    n15 --> n16
    n16 --> n19
    n17 --> n18
    n18 --> n16
    n19 --> n2
491. core aiva core ui panel improved ui Function build index html
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Construct the HTML for the index page.\n\n ...] n4[stats: dict[str, Any] = dashboard.get_stats(&...] n5[tasks = dashboard.get_tasks(...] n6[detections = dashboard.get_detect...] n7[ai_history = dashboard.get_ai_his...] n8[task_rows = ''] n9{for task in tasks} n10[task_id = task.get('task_id',...] n11[target = task.get('target', &...] n12[scan_type = task.get('scan_type&#...] n13[status = task.get('status', &...] n14[created_by = task.get('created_by...] n15[ai_result = task.get('ai_result&#...] n16[ai_result_text = 'AI' if ai_resul...] n17[task_rows += f'<tr><td&a...] n18[] n19{if not task_rows} n20[task_rows = "<tr><td colspa...] n21[] n22[detection_rows = ''] n23{for det in detections} n24[vuln_type = det.get('vuln_type&#3...] n25[target = det.get('target', &a...] n26[status = det.get('status', &a...] n27[method = det.get('method', &a...] n28[result = det.get('result', de...] n29{if isinstance(result, list | d...} n30[result_preview = '[複雜結果]'] n31[result_str = str(result)] n32[result_preview = result_str[:50] + (&#...] n33[] n34[detection_rows += f'<tr>&lt...] n35[] n36{if not detection_rows} n37[detection_rows = "<tr><td c...] n38[] n39[history_rows = ''] n40{for record in ai_history} n41[status = record.get('status',...] n42[tool_used = record.get('tool_use...] n43[confidence = record.get('confiden...] n44[result = record.get('result',...] n45{if isinstance(confidence, float)} n46[conf_display = f'{confidence:.2%}&a...] n47[conf_display = str(confidence)] n48[] n49[result_str = str(result)] n50[result_preview = result_str[:50] + (&#...] n51[history_rows += f'<tr><t...] n52[] n53{if not history_rows} n54[history_rows = "<tr><td col...] n55[] n56[ai_card_html: str = ''] n57{if stats.get('ai_enabled')} n58[ai_card_html = '\n <...] n59[] n60[html = f"""\n <!DOCT...] n61[return html] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n18 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n9 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n35 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 -->|Yes| n30 n29 -->|No| n31 n30 --> n33 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n23 n35 --> n36 n36 -->|Yes| n37 n36 -->|No| n38 n37 --> n38 n38 --> n39 n39 --> n40 n40 -->|Yes| n41 n40 -->|No| n52 n41 --> n42 n42 --> n43 n43 --> n44 n44 --> n45 n45 -->|Yes| n46 n45 -->|No| n47 n46 --> n48 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n40 n52 --> n53 n53 -->|Yes| n54 n53 -->|No| n55 n54 --> n55 n55 --> n56 n56 --> n57 n57 -->|Yes| n58 n57 -->|No| n59 n58 --> n59 n59 --> n60 n60 --> n61 n61 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Construct the HTML for the index page.\n\n  ...]
    n4[stats: dict[str, Any] = dashboard.get_stats(&...]
    n5[tasks = dashboard.get_tasks(...]
    n6[detections = dashboard.get_detect...]
    n7[ai_history = dashboard.get_ai_his...]
    n8[task_rows = '']
    n9{for task in tasks}
    n10[task_id = task.get('task_id',...]
    n11[target = task.get('target', &...]
    n12[scan_type = task.get('scan_type&#...]
    n13[status = task.get('status', &...]
    n14[created_by = task.get('created_by...]
    n15[ai_result = task.get('ai_result&#...]
    n16[ai_result_text = 'AI' if ai_resul...]
    n17[task_rows += f'<tr><td&a...]
    n18[]
    n19{if not task_rows}
    n20[task_rows = "<tr><td colspa...]
    n21[]
    n22[detection_rows = '']
    n23{for det in detections}
    n24[vuln_type = det.get('vuln_type&#3...]
    n25[target = det.get('target', &a...]
    n26[status = det.get('status', &a...]
    n27[method = det.get('method', &a...]
    n28[result = det.get('result', de...]
    n29{if isinstance(result, list | d...}
    n30[result_preview = '[複雜結果]']
    n31[result_str = str(result)]
    n32[result_preview = result_str[:50] + (&&#35...]
    n33[]
    n34[detection_rows += f'<tr>&lt...]
    n35[]
    n36{if not detection_rows}
    n37[detection_rows = "<tr><td c...]
    n38[]
    n39[history_rows = '']
    n40{for record in ai_history}
    n41[status = record.get('status',...]
    n42[tool_used = record.get('tool_use...]
    n43[confidence = record.get('confiden...]
    n44[result = record.get('result',...]
    n45{if isinstance(confidence, float)}
    n46[conf_display = f'{confidence:.2%}&a...]
    n47[conf_display = str(confidence)]
    n48[]
    n49[result_str = str(result)]
    n50[result_preview = result_str[:50] + (&&#35...]
    n51[history_rows += f'<tr><t...]
    n52[]
    n53{if not history_rows}
    n54[history_rows = "<tr><td col...]
    n55[]
    n56[ai_card_html: str = '']
    n57{if stats.get('ai_enabled')}
    n58[ai_card_html = '\n                <...]
    n59[]
    n60[html = f"""\n    <!DOCT...]
    n61[return html]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n18
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n9
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n35
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 -->|Yes| n30
    n29 -->|No| n31
    n30 --> n33
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n23
    n35 --> n36
    n36 -->|Yes| n37
    n36 -->|No| n38
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 -->|Yes| n41
    n40 -->|No| n52
    n41 --> n42
    n42 --> n43
    n43 --> n44
    n44 --> n45
    n45 -->|Yes| n46
    n45 -->|No| n47
    n46 --> n48
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n40
    n52 --> n53
    n53 -->|Yes| n54
    n53 -->|No| n55
    n54 --> n55
    n55 --> n56
    n56 --> n57
    n57 -->|Yes| n58
    n57 -->|No| n59
    n58 --> n59
    n59 --> n60
    n60 --> n61
    n61 --> n2
492. core aiva core ui panel improved ui Function create app
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Create a FastAPI app with the improved UI.\n...] n4[dashboard = Dashboard(mode=mode)] n5[app = FastAPI(title='AIVA ...] n6[def index(...)] n7[def api_stats(...)] n8[def api_tasks(...)] n9[def api_detections(...)] n10[def api_create_scan(...)] n11[def api_detect_vuln(...)] n12[def api_ai_history(...)] n13[return app] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Create a FastAPI app with the improved UI.\n...]
    n4[dashboard = Dashboard(mode=mode)]
    n5[app = FastAPI(title='AIVA ...]
    n6[def index(...)]
    n7[def api_stats(...)]
    n8[def api_tasks(...)]
    n9[def api_detections(...)]
    n10[def api_create_scan(...)]
    n11[def api_detect_vuln(...)]
    n12[def api_ai_history(...)]
    n13[return app]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
493. core aiva core ui panel server Function find free port
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['尋找可用的端口號.\n\n Args:\n start_port: ...] n4{for port in range(start_port,...} n5[try] n6[with socket.so...] n7[s.bind(('127.0.0.1', port...] n8[return port] n9[] n10[except OSError] n11[continue] n12[] n13[msg = f'無法在 {start_port}-{...] n14[raise RuntimeError(msg)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n12 n5 --> n6 n5 --> n10 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n4 n10 --> n11 n11 --> n9 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['尋找可用的端口號.\n\n    Args:\n        start_port: ...]
    n4{for port in range(start_port,...}
    n5[try]
    n6[with socket.so...]
    n7[s.bind(('127.0.0.1', port...]
    n8[return port]
    n9[]
    n10[except OSError]
    n11[continue]
    n12[]
    n13[msg = f'無法在 {start_port}-{...]
    n14[raise RuntimeError(msg)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n12
    n5 --> n6
    n5 --> n10
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n4
    n10 --> n11
    n11 --> n9
    n12 --> n13
    n13 --> n14
    n14 --> n2
494. core aiva core ui panel server Function start ui server
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['啟動 UI 面板伺服器.\n\n Args:\n mode: 運作模...] n4[try] n5[from fastapi import FastAPI] n6[from fastapi.responses import HTMLResponse] n7[] n8[except ImportError] n9[logger.error('錯誤: 需要安裝 FastAPI&#3...] n10[logger.error('請執行: pip install fastapi uv...] n11[return] n12[from .dashboard import Dashboard] n13[app = FastAPI(title='AIVA ...] n14[dashboard = Dashboard(mode=mode)] n15[def index(...)] n16[def get_stats(...)] n17[def get_tasks(...)] n18[def get_detections(...)] n19[def create_scan(...)] n20[def detect_vuln(...)] n21[def read_code(...)] n22[def analyze_code(...)] n23[def get_ai_history(...)] n24{if port is None} n25[try] n26[port = find_free_port()] n27[logger.info(f'自動選擇可用端口: {port}&...] n28[] n29[except RuntimeError] n30[logger.error(f'端口選擇失敗: {e}&...] n31[return] n32[] n33[logger.info(f"\n{'=&...] n34[logger.info(' 啟動 AIVA UI 面板伺服器&#...] n35[logger.info(f"{'=&#...] n36[logger.info(f'位址: http://{host}...] n37[logger.info(f'API 文檔: http://{host&#...] n38[logger.info(f"{'=&#...] n39[try] n40[import uvicorn] n41[uvicorn.run(app, host=host, port=port, log_level=&...] n42[] n43[except ImportError] n44[logger.error('錯誤: 需要安裝 uvicorn&#3...] n45[logger.error('請執行: pip install uvicorn&am...] n46[except OSError] n47{if 'Address already in use' in...} n48[logger.error(f'端口 {port} 已被佔用，嘗...] n49[try] n50[new_port = find_free_port(port ...] n51[logger.info(f'使用新端口: {new_port}...] n52[uvicorn.run(app, host=host, port=new_port, log_lev...] n53[] n54[except (RuntimeErro...] n55[logger.error(f'重試失敗: {retry_error...] n56[logger.error(f'伺服器啟動失敗: {e}&...] n57[] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n8 n5 --> n6 n6 --> n7 n7 --> n12 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n32 n25 --> n26 n25 --> n29 n26 --> n27 n27 --> n28 n28 --> n32 n29 --> n30 n30 --> n31 n31 --> n28 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n39 --> n43 n39 --> n46 n40 --> n41 n41 --> n42 n42 --> n2 n43 --> n44 n44 --> n45 n45 --> n42 n46 --> n47 n47 -->|Yes| n48 n47 -->|No| n56 n48 --> n49 n49 --> n50 n49 --> n54 n50 --> n51 n51 --> n52 n52 --> n53 n53 --> n57 n54 --> n55 n55 --> n53 n56 --> n57 n57 --> n42 
flowchart TB
    n1([開始])
    n2([結束])
    n3['啟動 UI 面板伺服器.\n\n    Args:\n        mode: 運作模...]
    n4[try]
    n5[from fastapi import FastAPI]
    n6[from fastapi.responses import HTMLResponse]
    n7[]
    n8[except ImportError]
    n9[logger.error('錯誤: 需要安裝 FastAPI&#3...]
    n10[logger.error('請執行: pip install fastapi uv...]
    n11[return]
    n12[from .dashboard import Dashboard]
    n13[app = FastAPI(title='AIVA ...]
    n14[dashboard = Dashboard(mode=mode)]
    n15[def index(...)]
    n16[def get_stats(...)]
    n17[def get_tasks(...)]
    n18[def get_detections(...)]
    n19[def create_scan(...)]
    n20[def detect_vuln(...)]
    n21[def read_code(...)]
    n22[def analyze_code(...)]
    n23[def get_ai_history(...)]
    n24{if port is None}
    n25[try]
    n26[port = find_free_port()]
    n27[logger.info(f'自動選擇可用端口: {port}&...]
    n28[]
    n29[except RuntimeError]
    n30[logger.error(f'端口選擇失敗: {e}&...]
    n31[return]
    n32[]
    n33[logger.info(f"\n{'=&&#3...]
    n34[logger.info('   啟動 AIVA UI 面板伺服器&&#35...]
    n35[logger.info(f"{'=&#...]
    n36[logger.info(f'位址: http://{host}...]
    n37[logger.info(f'API 文檔: http://{host&#...]
    n38[logger.info(f"{'=&#...]
    n39[try]
    n40[import uvicorn]
    n41[uvicorn.run(app, host=host, port=port, log_level=&amp...]
    n42[]
    n43[except ImportError]
    n44[logger.error('錯誤: 需要安裝 uvicorn&#3...]
    n45[logger.error('請執行: pip install uvicorn&am...]
    n46[except OSError]
    n47{if 'Address already in use' in...}
    n48[logger.error(f'端口 {port} 已被佔用，嘗...]
    n49[try]
    n50[new_port = find_free_port(port ...]
    n51[logger.info(f'使用新端口: {new_port}...]
    n52[uvicorn.run(app, host=host, port=new_port, log_lev...]
    n53[]
    n54[except (RuntimeErro...]
    n55[logger.error(f'重試失敗: {retry_error&#1...]
    n56[logger.error(f'伺服器啟動失敗: {e}&amp...]
    n57[]
    n1 --> n3
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    n19 --> n20
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    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n32
    n25 --> n26
    n25 --> n29
    n26 --> n27
    n27 --> n28
    n28 --> n32
    n29 --> n30
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    n39 --> n43
    n39 --> n46
    n40 --> n41
    n41 --> n42
    n42 --> n2
    n43 --> n44
    n44 --> n45
    n45 --> n42
    n46 --> n47
    n47 -->|Yes| n48
    n47 -->|No| n56
    n48 --> n49
    n49 --> n50
    n49 --> n54
    n50 --> n51
    n51 --> n52
    n52 --> n53
    n53 --> n57
    n54 --> n55
    n55 --> n53
    n56 --> n57
    n57 --> n42
495. core models Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
496. function init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nAIVA Function - 功能模組\n\n這是 AIVA 的功能模組包，包含各...] n4[__version__ = '1.0.0'] n5[from ..aiva_common.enums import Confidence, Severi...] n6[from ..aiva_common.schemas import CVSSv3Metrics] n7[from .models import APISchemaPayload, APISecurityT...] n8[__all__ = ['Confidence', &...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nAIVA Function - 功能模組\n\n這是 AIVA 的功能模組包，包含各...]
    n4[__version__ = '1.0.0']
    n5[from ..aiva_common.enums import Confidence, Severi...]
    n6[from ..aiva_common.schemas import CVSSv3Metrics]
    n7[from .models import APISchemaPayload, APISecurityT...]
    n8[__all__ = ['Confidence', &amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
497. function common init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nCommon services - 統一的檢測基礎設施\n為所有功能模組提供統一的配...] n4[from .detection_config import BaseDetectionConfig,...] n5[from .unified_smart_detection_manager import Detec...] n6[__all__ = ['BaseDetectionConfi...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nCommon services - 統一的檢測基礎設施\n為所有功能模組提供統一的配...]
    n4[from .detection_config import BaseDetectionConfig,...]
    n5[from .unified_smart_detection_manager import Detec...]
    n6[__all__ = ['BaseDetectionConfi...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
498. function common advanced detection config Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.config = UnifiedDetectionConf...] n4[self.config_history: list[dict[str, Any]]...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.config = UnifiedDetectionConf...]
    n4[self.config_history: list[dict[str, Any]]...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
499. function common advanced detection config Function get compliance audit preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['合規審計預設配置'] n4[config = UnifiedDetectionConf...] n5[config.detection_mode = DetectionMode.COMPLI...] n6[config.report_level = ReportLevel.DETAILED] n7[config.security_config.gdpr_compliance = True] n8[config.security_config.audit_logging_enabled = True] n9[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['合規審計預設配置']
    n4[config = UnifiedDetectionConf...]
    n5[config.detection_mode = DetectionMode.COMPLI...]
    n6[config.report_level = ReportLevel.DETAILED]
    n7[config.security_config.gdpr_compliance = True]
    n8[config.security_config.audit_logging_enabled = True]
    n9[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
500. function common advanced detection config Function get continuous monitoring preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['持續監控預設配置'] n4[config = UnifiedDetectionConf...] n5[config.detection_mode = DetectionMode.STEALT...] n6[config.report_level = ReportLevel.SUMMARY] n7[config.schedule_enabled = True] n8[config.schedule_cron = '0 2 * * *'] n9[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['持續監控預設配置']
    n4[config = UnifiedDetectionConf...]
    n5[config.detection_mode = DetectionMode.STEALT...]
    n6[config.report_level = ReportLevel.SUMMARY]
    n7[config.schedule_enabled = True]
    n8[config.schedule_cron = '0 2 * * *']
    n9[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
501. function common advanced detection config Function get penetration test preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['滲透測試預設配置'] n4[config = UnifiedDetectionConf...] n5[config.detection_mode = DetectionMode.COMPRE...] n6[config.report_level = ReportLevel.VERBOSE] n7[config.sqli_config.waf_bypass_enabled = True] n8[config.ssrf_config.blind_ssrf_detection = True] n9[config.xss_config.csp_bypass_enabled = True] n10[config.idor_config.intelligent_id_analysis = True] n11[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['滲透測試預設配置']
    n4[config = UnifiedDetectionConf...]
    n5[config.detection_mode = DetectionMode.COMPRE...]
    n6[config.report_level = ReportLevel.VERBOSE]
    n7[config.sqli_config.waf_bypass_enabled = True]
    n8[config.ssrf_config.blind_ssrf_detection = True]
    n9[config.xss_config.csp_bypass_enabled = True]
    n10[config.idor_config.intelligent_id_analysis = True]
    n11[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
502. function common advanced detection config Function get red team preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['紅隊模擬預設配置'] n4[config = UnifiedDetectionConf...] n5[config.detection_mode = DetectionMode.COMPRE...] n6[config.report_level = ReportLevel.VERBOSE] n7[config.sqli_config.waf_bypass_enabled = True] n8[config.ssrf_config.bypass_techniques_enabled = dict.fromk...] n9[config.xss_config.waf_bypass_payloads = True] n10[config.idor_config.advanced_enumeration = dict.fromkeys&#...] n11[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['紅隊模擬預設配置']
    n4[config = UnifiedDetectionConf...]
    n5[config.detection_mode = DetectionMode.COMPRE...]
    n6[config.report_level = ReportLevel.VERBOSE]
    n7[config.sqli_config.waf_bypass_enabled = True]
    n8[config.ssrf_config.bypass_techniques_enabled = dict.fromk...]
    n9[config.xss_config.waf_bypass_payloads = True]
    n10[config.idor_config.advanced_enumeration = dict.fromkeys&#...]
    n11[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
503. function common advanced detection config Function save config history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存配置歷史'] n4[self.config_history.append({'timesta...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存配置歷史']
    n4[self.config_history.append({'timesta...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
504. function common advanced detection config Function apply preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['應用預設配置'] n4[presets = {'penetration_test&#39...] n5{if preset_name in presets} n6[self.config = presets[preset_name]] n7[self._save_config_history()] n8[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['應用預設配置']
    n4[presets = {'penetration_test&#39...]
    n5{if preset_name in presets}
    n6[self.config = presets[preset_name]]
    n7[self._save_config_history()]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n2
505. function common advanced detection config Function from dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從字典創建配置'] n4[pass] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從字典創建配置']
    n4[pass]
    n1 --> n3
    n3 --> n4
    n4 --> n2
506. function common advanced detection config Function get effective config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取特定模組的有效配置'] n4[module_configs = {'sqli': se...] n5[return module_configs.get(module_name...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取特定模組的有效配置']
    n4[module_configs = {'sqli': se...]
    n5[return module_configs.get(module_name...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
507. function common advanced detection config Function load from file
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從文件加載配置'] n4[import json] n5[with open(file...] n6[config_dict = json.load(f)] n7[return cls.from_dict(config_dict)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從文件加載配置']
    n4[import json]
    n5[with open(file...]
    n6[config_dict = json.load(f)]
    n7[return cls.from_dict(config_dict)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
508. function common advanced detection config Function save to file
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存配置到文件'] n4[import json] n5[with open(file...] n6[json.dump(self.to_dict(), f, indent=2, ensure...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存配置到文件']
    n4[import json]
    n5[with open(file...]
    n6[json.dump(self.to_dict(), f, indent=2, ensure...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
509. function common advanced detection config Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典格式'] n4[return {'sqli': self.sqli_co...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典格式']
    n4[return {'sqli': self.sqli_co...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
510. function common advanced detection config Function validate config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證配置有效性'] n4[errors = []] n5{if self.config.sqli_config.tim...} n6[errors.append('SQLi: timeout_base cannot ...] n7[] n8{if self.config.performance_con...} n9[errors.append('Performance: max_concurren...] n10[] n11[return errors] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證配置有效性']
    n4[errors = []]
    n5{if self.config.sqli_config.tim...}
    n6[errors.append('SQLi: timeout_base cannot ...]
    n7[]
    n8{if self.config.performance_con...}
    n9[errors.append('Performance: max_concurren...]
    n10[]
    n11[return errors]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
511. function common advanced detection config Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n進階檢測配置系統 - 功能增強和優化\n基於現有 detection_config....] n4[from __future__ import annotations] n5[import os] n6[from dataclasses import dataclass, field] n7[from enum import Enum] n8[from typing import Any, Optional, Union] n9[from datetime import datetime, timedelta] n10[from .detection_config import BaseDetectionConfig,...] n11[class DetectionMode(...)] n12[class ReportLevel(...)] n13[class SQLiConfig(...)] n14[class AdvancedSSRFConfig(...)] n15[class AdvancedXSSConfig(...)] n16[class AdvancedIDORConfig(...)] n17[class PerformanceConfig(...)] n18[class SecurityConfig(...)] n19[class EnvironmentConfig(...)] n20[class UnifiedDetectionConfig(...)] n21[class ConfigurationManager(...)] n22[DEFAULT_CONFIG_MANAGER = ConfigurationManager...] n23[DEFAULT_UNIFIED_CONFIG = UnifiedDetectionConf...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n進階檢測配置系統 - 功能增強和優化\n基於現有 detection_config....]
    n4[from __future__ import annotations]
    n5[import os]
    n6[from dataclasses import dataclass, field]
    n7[from enum import Enum]
    n8[from typing import Any, Optional, Union]
    n9[from datetime import datetime, timedelta]
    n10[from .detection_config import BaseDetectionConfig,...]
    n11[class DetectionMode(...)]
    n12[class ReportLevel(...)]
    n13[class SQLiConfig(...)]
    n14[class AdvancedSSRFConfig(...)]
    n15[class AdvancedXSSConfig(...)]
    n16[class AdvancedIDORConfig(...)]
    n17[class PerformanceConfig(...)]
    n18[class SecurityConfig(...)]
    n19[class EnvironmentConfig(...)]
    n20[class UnifiedDetectionConfig(...)]
    n21[class ConfigurationManager(...)]
    n22[DEFAULT_CONFIG_MANAGER = ConfigurationManager...]
    n23[DEFAULT_UNIFIED_CONFIG = UnifiedDetectionConf...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n2
512. function common detection config Function apply to config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將策略應用到配置'] n4{if self.strategy_type == self....} n5[config.max_vulnerabilities = 2] n6[config.requests_per_second = 0.2] n7[config.timeout_base = 3.0] n8[config.timeout_max = 8.0] n9{if self.strategy_type == self....} n10[config.max_vulnerabilities = 10] n11[config.requests_per_second = 1.0] n12[config.timeout_base = 10.0] n13[config.timeout_max = 30.0] n14[] n15[] n16[return config] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n9 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n15 n9 -->|Yes| n10 n9 -->|No| n14 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將策略應用到配置']
    n4{if self.strategy_type == self....}
    n5[config.max_vulnerabilities = 2]
    n6[config.requests_per_second = 0.2]
    n7[config.timeout_base = 3.0]
    n8[config.timeout_max = 8.0]
    n9{if self.strategy_type == self....}
    n10[config.max_vulnerabilities = 10]
    n11[config.requests_per_second = 1.0]
    n12[config.timeout_base = 10.0]
    n13[config.timeout_max = 30.0]
    n14[]
    n15[]
    n16[return config]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n9
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n15
    n9 -->|Yes| n10
    n9 -->|No| n14
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
513. function common detection config Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n統一檢測配置系統 - 基於 SQLi 模組成功經驗\n為所有功能模組提供統一的配置管...] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[class BaseDetectionConfig(...)] n7[class SSRFConfig(...)] n8[class XSSConfig(...)] n9[class IDORConfig(...)] n10[class DetectionStrategy(...)] n11[DEFAULT_SSRF_CONFIG = SSRFConfig()] n12[DEFAULT_XSS_CONFIG = XSSConfig()] n13[DEFAULT_IDOR_CONFIG = IDORConfig()] n14[CONSERVATIVE_STRATEGY = DetectionStrategy(De...] n15[BALANCED_STRATEGY = DetectionStrategy(De...] n16[AGGRESSIVE_STRATEGY = DetectionStrategy(De...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n統一檢測配置系統 - 基於 SQLi 模組成功經驗\n為所有功能模組提供統一的配置管...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[class BaseDetectionConfig(...)]
    n7[class SSRFConfig(...)]
    n8[class XSSConfig(...)]
    n9[class IDORConfig(...)]
    n10[class DetectionStrategy(...)]
    n11[DEFAULT_SSRF_CONFIG = SSRFConfig()]
    n12[DEFAULT_XSS_CONFIG = XSSConfig()]
    n13[DEFAULT_IDOR_CONFIG = IDORConfig()]
    n14[CONSERVATIVE_STRATEGY = DetectionStrategy(De...]
    n15[BALANCED_STRATEGY = DetectionStrategy(De...]
    n16[AGGRESSIVE_STRATEGY = DetectionStrategy(De...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
514. function common unified smart detection manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.module_name = module_name] n4[self.config = config] n5[self.timeout_manager = AdaptiveTimeoutManag...] n6[self.rate_limiter = RateLimiter(config.r...] n7[self.early_stop = EarlyStopController(...] n8[self.progress: ProgressTracker | None = None] n9[self.metrics = DetectionMetrics()] n10[self.protection_detector = ProtectionDetector()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.module_name = module_name]
    n4[self.config = config]
    n5[self.timeout_manager = AdaptiveTimeoutManag...]
    n6[self.rate_limiter = RateLimiter(config.r...]
    n7[self.early_stop = EarlyStopController(...]
    n8[self.progress: ProgressTracker | None = None]
    n9[self.metrics = DetectionMetrics()]
    n10[self.protection_detector = ProtectionDetector()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
515. function common unified smart detection manager Function avg response time
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['平均回應時間'] n4{if self.successful_requests == 0} n5[return 0.0] n6[] n7[return self.total_time / self.success...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['平均回應時間']
    n4{if self.successful_requests == 0}
    n5[return 0.0]
    n6[]
    n7[return self.total_time / self.success...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
516. function common unified smart detection manager Function force stop
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['強制停止檢測'] n4[self.early_stop.force_stop(reason)] n5{if self.progress} n6[logger.info(f'{self.module_name}...] n7[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['強制停止檢測']
    n4[self.early_stop.force_stop(reason)]
    n5{if self.progress}
    n6[logger.info(f'{self.module_name&#125...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n2
517. function common unified smart detection manager Function get performance summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取性能摘要報告'] n4[return f'\n{self.module_name} 檢測完成統...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取性能摘要報告']
    n4[return f'\n{self.module_name} 檢測完成統...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
518. function common unified smart detection manager Function get timeout
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取當前應該使用的超時時間'] n4{if self.failure_count > 3} n5[failure_multiplier = 1 + (self.failure_co...] n6[adaptive_timeout = min(self.max_timeout...] n7[return adaptive_timeout] n8[] n9{if len(self.recent_response_ti...} n10[avg_time = sum(self.recent_resp...] n11[adaptive_timeout = max(self.base_timeou...] n12[return adaptive_timeout] n13[] n14[return self.base_timeout] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n13 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取當前應該使用的超時時間']
    n4{if self.failure_count > 3}
    n5[failure_multiplier = 1 + (self.failure_co...]
    n6[adaptive_timeout = min(self.max_timeout...]
    n7[return adaptive_timeout]
    n8[]
    n9{if len(self.recent_response_ti...}
    n10[avg_time = sum(self.recent_resp...]
    n11[adaptive_timeout = max(self.base_timeou...]
    n12[return adaptive_timeout]
    n13[]
    n14[return self.base_timeout]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n13
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
519. function common unified smart detection manager Function on rate limit detected
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測到速率限制時的處理'] n4[self.consecutive_rate_limits += 1] n5[self.adaptive_factor = min(5.0, self.adapti...] n6[logger.warning(f'檢測到速率限制 (連續{sel...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測到速率限制時的處理']
    n4[self.consecutive_rate_limits += 1]
    n5[self.adaptive_factor = min(5.0, self.adapti...]
    n6[logger.warning(f'檢測到速率限制 (連續{sel...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
520. function common unified smart detection manager Function on success
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['成功請求時逐步恢復正常速率'] n4{if self.consecutive_rate_limit...} n5[self.consecutive_rate_limits = max(0, self.consecut...] n6[] n7[self.adaptive_factor = max(1.0, self.adapti...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['成功請求時逐步恢復正常速率']
    n4{if self.consecutive_rate_limit...}
    n5[self.consecutive_rate_limits = max(0, self.consecut...]
    n6[]
    n7[self.adaptive_factor = max(1.0, self.adapti...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
521. function common unified smart detection manager Function on test failure
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄測試失敗'] n4[self.consecutive_failures += 1] n5[self.total_tests += 1] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄測試失敗']
    n4[self.consecutive_failures += 1]
    n5[self.total_tests += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
522. function common unified smart detection manager Function on test success no vuln
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄測試成功但無漏洞'] n4[self.consecutive_failures = 0] n5[self.total_tests += 1] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄測試成功但無漏洞']
    n4[self.consecutive_failures = 0]
    n5[self.total_tests += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
523. function common unified smart detection manager Function on timeout
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄超時失敗'] n4[self.failure_count += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄超時失敗']
    n4[self.failure_count += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
524. function common unified smart detection manager Function on vulnerability found
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄發現漏洞'] n4[self.vulnerabilities_found += 1] n5[self.consecutive_failures = 0] n6[logger.info(f'發現漏洞 #{self.vulner...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄發現漏洞']
    n4[self.vulnerabilities_found += 1]
    n5[self.consecutive_failures = 0]
    n6[logger.info(f'發現漏洞 #{self.vulner...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
525. function common unified smart detection manager Function report vulnerability found
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['報告發現漏洞'] n4[self.early_stop.on_vulnerability_found()] n5[self.metrics.vulnerabilities_found += 1] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['報告發現漏洞']
    n4[self.early_stop.on_vulnerability_found()]
    n5[self.metrics.vulnerabilities_found += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
526. function common unified smart detection manager Function should continue testing
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查是否應該繼續測試'] n4[return self.early_stop.should_continu...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查是否應該繼續測試']
    n4[return self.early_stop.should_continu...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
527. function common unified smart detection manager Function should continue
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['判斷是否應該繼續檢測'] n4{if self.should_stop} n5[return False] n6[] n7{if self.vulnerabilities_found ...} n8[logger.info(f'已發現 {self.vulnerabilit...] n9[self.should_stop = True] n10[return False] n11[] n12{if self.consecutive_failures >...} n13[logger.warning(f'連續失敗 {self.consecut...] n14[self.should_stop = True] n15[return False] n16[] n17[return True] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['判斷是否應該繼續檢測']
    n4{if self.should_stop}
    n5[return False]
    n6[]
    n7{if self.vulnerabilities_found ...}
    n8[logger.info(f'已發現 {self.vulnerabilit...]
    n9[self.should_stop = True]
    n10[return False]
    n11[]
    n12{if self.consecutive_failures >...}
    n13[logger.warning(f'連續失敗 {self.consecut...]
    n14[self.should_stop = True]
    n15[return False]
    n16[]
    n17[return True]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
528. function common unified smart detection manager Function start detection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['開始檢測並初始化進度追蹤'] n4[self.progress = ProgressTracker(tota...] n5[logger.info(f'開始 {self.module_name&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['開始檢測並初始化進度追蹤']
    n4[self.progress = ProgressTracker(tota...]
    n5[logger.info(f'開始 {self.module_name&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
529. function common unified smart detection manager Function success rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['成功率'] n4{if self.total_requests == 0} n5[return 0.0] n6[] n7[return self.successful_requests / sel...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['成功率']
    n4{if self.total_requests == 0}
    n5[return 0.0]
    n6[]
    n7[return self.successful_requests / sel...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
530. function common unified smart detection manager Function update progress
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新進度'] n4{if self.progress} n5[self.progress.update(description, force_update)] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新進度']
    n4{if self.progress}
    n5[self.progress.update(description, force_update)]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
531. function common unified smart detection manager Function update
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新進度'] n4[self.current_step += 1] n5[now = time.time()] n6{if not force_update and now - ...} n7[return] n8[] n9[elapsed = now - self.start_tim...] n10[progress_percent = self.current_step / ...] n11{if self.current_step > 0 and s...} n12[avg_time_per_step = elapsed / self.curre...] n13[remaining_steps = self.total_steps - s...] n14[eta = remaining_steps * av...] n15[logger.info(f'{self.task_name}:...] n16{if self.current_step >= self.t...} n17[total_time = elapsed] n18[logger.info(f'{self.task_name} ...] n19[] n20[] n21[self.last_update_time = now] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n16 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n20 n16 -->|Yes| n17 n16 -->|No| n19 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新進度']
    n4[self.current_step += 1]
    n5[now = time.time()]
    n6{if not force_update and now - ...}
    n7[return]
    n8[]
    n9[elapsed = now - self.start_tim...]
    n10[progress_percent = self.current_step / ...]
    n11{if self.current_step > 0 and s...}
    n12[avg_time_per_step = elapsed / self.curre...]
    n13[remaining_steps = self.total_steps - s...]
    n14[eta = remaining_steps * av...]
    n15[logger.info(f'{self.task_name}:...]
    n16{if self.current_step >= self.t...}
    n17[total_time = elapsed]
    n18[logger.info(f'{self.task_name} ...]
    n19[]
    n20[]
    n21[self.last_update_time = now]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n16
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n20
    n16 -->|Yes| n17
    n16 -->|No| n19
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
532. function common unified smart detection manager Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n統一智能檢測管理器 - 基於 SQLi 模組成功經驗\n為所有功能模組提供統一的智能...] n4[from __future__ import annotations] n5[import asyncio] n6[from collections.abc import Callable] n7[from dataclasses import dataclass] n8[import time] n9[from typing import Any] n10[from services.aiva_common.utils import get_logger] n11[from .detection_config import BaseDetectionConfig] n12[logger = get_logger(__name__)] n13[class DetectionMetrics(...)] n14[class AdaptiveTimeoutManager(...)] n15[class RateLimiter(...)] n16[class EarlyStopController(...)] n17[class ProgressTracker(...)] n18[class ProtectionDetector(...)] n19[class UnifiedSmartDetectionManager(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n統一智能檢測管理器 - 基於 SQLi 模組成功經驗\n為所有功能模組提供統一的智能...]
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from collections.abc import Callable]
    n7[from dataclasses import dataclass]
    n8[import time]
    n9[from typing import Any]
    n10[from services.aiva_common.utils import get_logger]
    n11[from .detection_config import BaseDetectionConfig]
    n12[logger = get_logger(__name__)]
    n13[class DetectionMetrics(...)]
    n14[class AdaptiveTimeoutManager(...)]
    n15[class RateLimiter(...)]
    n16[class EarlyStopController(...)]
    n17[class ProgressTracker(...)]
    n18[class ProtectionDetector(...)]
    n19[class UnifiedSmartDetectionManager(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
533. function common worker statistics Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化統計數據收集器\n\n Args:\n ...] n4[self.stats = WorkerStatistics(tas...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化統計數據收集器\n\n        Args:\n     ...]
    n4[self.stats = WorkerStatistics(tas...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
534. function common worker statistics Function add error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加錯誤記錄'] n4[self.error_count += 1] n5[category_key = error.category.value] n6[self.errors_by_category[category_key] = self.erro...] n7[self.error_details.append(error.to_dict())] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加錯誤記錄']
    n4[self.error_count += 1]
    n5[category_key = error.category.value]
    n6[self.errors_by_category[category_key] = self.erro...]
    n7[self.error_details.append(error.to_dict())]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
535. function common worker statistics Function add oast callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加 OAST 回調記錄'] n4[self.oast_callbacks_received += 1] n5[self.oast_callback_details.append(callback.to_dict...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加 OAST 回調記錄']
    n4[self.oast_callbacks_received += 1]
    n5[self.oast_callback_details.append(callback.to_dict...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
536. function common worker statistics Function finalize
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['完成統計並返回'] n4[self.stats.finalize()] n5[return self.stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['完成統計並返回']
    n4[self.stats.finalize()]
    n5[return self.stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
537. function common worker statistics Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計數據'] n4[return self.stats] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計數據']
    n4[return self.stats]
    n1 --> n3
    n3 --> n4
    n4 --> n2
538. function common worker statistics Function get summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取摘要報告'] n4[return self.stats.to_summary()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取摘要報告']
    n4[return self.stats.to_summary()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
539. function common worker statistics Function record early stopping
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 Early Stopping'] n4[record = EarlyStoppingRecord(...] n5[self.stats.record_early_stopping(record)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 Early Stopping']
    n4[record = EarlyStoppingRecord(...]
    n5[self.stats.record_early_stopping(record)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
540. function common worker statistics Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤'] n4[error = ErrorRecord(category...] n5[self.stats.add_error(error)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤']
    n4[error = ErrorRecord(category...]
    n5[self.stats.add_error(error)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
541. function common worker statistics Function record oast callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 OAST 回調'] n4[callback = OastCallbackRecord(p...] n5[self.stats.add_oast_callback(callback)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 OAST 回調']
    n4[callback = OastCallbackRecord(p...]
    n5[self.stats.add_oast_callback(callback)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
542. function common worker statistics Function record oast probe
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 OAST 探針發送'] n4[self.stats.oast_probes_sent += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 OAST 探針發送']
    n4[self.stats.oast_probes_sent += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
543. function common worker statistics Function record payload test
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 Payload 測試'] n4[self.stats.payloads_tested += 1] n5{if success} n6[self.stats.payloads_succeeded += 1] n7[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 Payload 測試']
    n4[self.stats.payloads_tested += 1]
    n5{if success}
    n6[self.stats.payloads_succeeded += 1]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n2
544. function common worker statistics Function record request
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄請求'] n4[self.stats.total_requests += 1] n5{if success} n6[self.stats.successful_requests += 1] n7[self.stats.failed_requests += 1] n8[] n9{if timeout} n10[self.stats.timeout_requests += 1] n11[] n12{if rate_limited} n13[self.stats.rate_limited_requests += 1] n14[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄請求']
    n4[self.stats.total_requests += 1]
    n5{if success}
    n6[self.stats.successful_requests += 1]
    n7[self.stats.failed_requests += 1]
    n8[]
    n9{if timeout}
    n10[self.stats.timeout_requests += 1]
    n11[]
    n12{if rate_limited}
    n13[self.stats.rate_limited_requests += 1]
    n14[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n2
545. function common worker statistics Function record vulnerability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄漏洞發現'] n4{if false_positive} n5[self.stats.false_positives_filtered += 1] n6[self.stats.vulnerabilities_found += 1] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n7 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄漏洞發現']
    n4{if false_positive}
    n5[self.stats.false_positives_filtered += 1]
    n6[self.stats.vulnerabilities_found += 1]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n7
    n6 --> n7
    n7 --> n2
546. function common worker statistics Function set adaptive behavior
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置自適應行為標記'] n4{if adaptive_timeout} n5[self.stats.adaptive_timeout_used = True] n6[self.stats.timeout_adjustments += 1] n7[] n8{if rate_limiting} n9[self.stats.rate_limiting_applied = True] n10[] n11{if protection_detected} n12[self.stats.protection_detected = True] n13[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置自適應行為標記']
    n4{if adaptive_timeout}
    n5[self.stats.adaptive_timeout_used = True]
    n6[self.stats.timeout_adjustments += 1]
    n7[]
    n8{if rate_limiting}
    n9[self.stats.rate_limiting_applied = True]
    n10[]
    n11{if protection_detected}
    n12[self.stats.protection_detected = True]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n2
547. function common worker statistics Function set module specific
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置模組特定統計數據'] n4[self.stats.module_specific[key] = value] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置模組特定統計數據']
    n4[self.stats.module_specific[key] = value]
    n1 --> n3
    n3 --> n4
    n4 --> n2
548. function common worker statistics Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典格式'] n4[return {'reason': self.reaso...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典格式']
    n4[return {'reason': self.reaso...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
549. function common worker statistics Function to summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成摘要報告'] n4[success_rate = self.successful_requ...] n5[payload_success_rate = self.payloads_succee...] n6[oast_success_rate = self.oast_callbacks_...] n7[return {'task_id': self.task...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成摘要報告']
    n4[success_rate = self.successful_requ...]
    n5[payload_success_rate = self.payloads_succee...]
    n6[oast_success_rate = self.oast_callbacks_...]
    n7[return {'task_id': self.task...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
550. function common worker statistics Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nEnhanced Worker 統計數據收集模組\n\n提供統一的統計數據 Sche...] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[from datetime import UTC, datetime] n7[from enum import Enum] n8[from typing import Any] n9[from pydantic import BaseModel, Field] n10[class ErrorCategory(...)] n11[class StoppingReason(...)] n12[class ErrorRecord(...)] n13[class OastCallbackRecord(...)] n14[class EarlyStoppingRecord(...)] n15[class WorkerStatistics(...)] n16[class StatisticsCollector(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nEnhanced Worker 統計數據收集模組\n\n提供統一的統計數據 Sche...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[from datetime import UTC, datetime]
    n7[from enum import Enum]
    n8[from typing import Any]
    n9[from pydantic import BaseModel, Field]
    n10[class ErrorCategory(...)]
    n11[class StoppingReason(...)]
    n12[class ErrorRecord(...)]
    n13[class OastCallbackRecord(...)]
    n14[class EarlyStoppingRecord(...)]
    n15[class WorkerStatistics(...)]
    n16[class StatisticsCollector(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
551. function function idor aiva func idor init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nAIVA Function IDOR - Insecure Direct Objec...] n4[__version__ = '0.1.0'] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nAIVA Function IDOR - Insecure Direct Objec...]
    n4[__version__ = '0.1.0']
    n1 --> n3
    n3 --> n4
    n4 --> n2
552. function function idor aiva func idor cross user tester Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.client = client] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.client = client]
    n1 --> n3
    n3 --> n2
553. function function idor aiva func idor cross user tester Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nCross User Tester for IDOR Detection\n\nIm...] n4[from __future__ import annotations] n5[from dataclasses import dataclass] n6[import re] n7[import httpx] n8[from pydantic import HttpUrl] n9[from services.aiva_common.schemas import FunctionT...] n10[class CrossUserTestResult(...)] n11[class CrossUserTester(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nCross User Tester for IDOR Detection\n\nIm...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass]
    n6[import re]
    n7[import httpx]
    n8[from pydantic import HttpUrl]
    n9[from services.aiva_common.schemas import FunctionT...]
    n10[class CrossUserTestResult(...)]
    n11[class CrossUserTester(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
554. function function idor aiva func idor enhanced worker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化增強版 IDOR 工作器\n\n Args:\n...] n4[self.config = config or IDORConfig...] n5[self.smart_detector = SmartIDORDetector(se...] n6[logger.info('Enhanced IDOR Worker initial...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化增強版 IDOR 工作器\n\n        Args:\n...]
    n4[self.config = config or IDORConfig...]
    n5[self.smart_detector = SmartIDORDetector(se...]
    n6[logger.info('Enhanced IDOR Worker initial...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
555. function function idor aiva func idor enhanced worker Function convert to finding payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 轉換檢測結果為 FindingPayload 對象\n\n ...] n4[findings = []] n5{for finding_data in findings_data} n6[finding_payload = FindingPayload(findi...] n7[findings.append(finding_payload)] n8[] n9[return findings] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        轉換檢測結果為 FindingPayload 對象\n\n     ...]
    n4[findings = []]
    n5{for finding_data in findings_data}
    n6[finding_payload = FindingPayload(findi...]
    n7[findings.append(finding_payload)]
    n8[]
    n9[return findings]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
556. function function idor aiva func idor enhanced worker Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細信息字典'] n4[details: dict[str, Any] = {'atte...] n5{if self.errors} n6[details['errors'] = self....] n7[] n8[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細信息字典']
    n4[details: dict[str, Any] = {'atte...]
    n5{if self.errors}
    n6[details['errors'] = self....]
    n7[]
    n8[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
557. function function idor aiva func idor enhanced worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nEnhanced IDOR Worker - 增強版 IDOR 工作器\n整合智能檢...] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[from typing import Any] n7[import httpx] n8[from services.aiva_common.enums import Topic] n9[from services.aiva_common.mq import get_broker] n10[from services.aiva_common.schemas import AivaMessa...] n11[from services.aiva_common.utils import get_logger] n12[from services.function.common.detection_config imp...] n13[from services.function.common.worker_statistics im...] n14[from .cross_user_tester import CrossUserTester] n15[from .resource_id_extractor import ResourceIdExtra...] n16[from .smart_idor_detector import SmartIDORDetector] n17[from .vertical_escalation_tester import VerticalEs...] n18[logger = get_logger(__name__)] n19[DEFAULT_TIMEOUT_SECONDS = 15.0] n20[class EnhancedIdorTelemetry(...)] n21[class EnhancedIdorTaskExecutionResult(...)] n22[class EnhancedIDORWorker(...)] n23[def run(...)] n24[def process_task(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nEnhanced IDOR Worker - 增強版 IDOR 工作器\n整合智能檢...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[from typing import Any]
    n7[import httpx]
    n8[from services.aiva_common.enums import Topic]
    n9[from services.aiva_common.mq import get_broker]
    n10[from services.aiva_common.schemas import AivaMessa...]
    n11[from services.aiva_common.utils import get_logger]
    n12[from services.function.common.detection_config imp...]
    n13[from services.function.common.worker_statistics im...]
    n14[from .cross_user_tester import CrossUserTester]
    n15[from .resource_id_extractor import ResourceIdExtra...]
    n16[from .smart_idor_detector import SmartIDORDetector]
    n17[from .vertical_escalation_tester import VerticalEs...]
    n18[logger = get_logger(__name__)]
    n19[DEFAULT_TIMEOUT_SECONDS = 15.0]
    n20[class EnhancedIdorTelemetry(...)]
    n21[class EnhancedIdorTaskExecutionResult(...)]
    n22[class EnhancedIDORWorker(...)]
    n23[def run(...)]
    n24[def process_task(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
558. function function idor aiva func idor resource id extractor Function extract from url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Extract resource IDs from URL path...] n4[ids: list[ResourceId] = []] n5[path = url.split('?')[...] n6[path_parts = path.split('/')] n7{for part in path_parts} n8{if not part} n9[continue] n10[] n11{for (pattern_name, regex) in self.PATTERNS.ite...} n12{if re.fullmatch(regex, part, r...} n13[ids.append(ResourceId(value=part, pattern=pattern...] n14[break] n15[] n16[] n17[] n18{if '?' in url} n19[query = url.split('?', 1)...] n20{for param in query.split('&&#...} n21{if '=' not in param} n22[continue] n23[] n24[(key, value) = param.split('=&...] n25{for (pattern_name, regex) in self.PATTERNS.ite...} n26{if re.fullmatch(regex, value, ...} n27[ids.append(ResourceId(value=value, pattern=patter...] n28[break] n29[] n30[] n31[] n32[] n33[return ids] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n17 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n16 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n11 n16 --> n7 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n32 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n31 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n30 n26 -->|Yes| n27 n26 -->|No| n29 n27 --> n28 n28 --> n29 n29 --> n25 n30 --> n20 n31 --> n32 n32 --> n33 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Extract resource IDs from URL path...]
    n4[ids: list[ResourceId] = []]
    n5[path = url.split('?')&#91...]
    n6[path_parts = path.split('/')]
    n7{for part in path_parts}
    n8{if not part}
    n9[continue]
    n10[]
    n11{for (pattern_name, regex) in self.PATTERNS.ite...}
    n12{if re.fullmatch(regex, part, r...}
    n13[ids.append(ResourceId(value=part, pattern=pattern...]
    n14[break]
    n15[]
    n16[]
    n17[]
    n18{if '?' in url}
    n19[query = url.split('?', 1)...]
    n20{for param in query.split('&&#...}
    n21{if '=' not in param}
    n22[continue]
    n23[]
    n24[(key, value) = param.split('=&amp...]
    n25{for (pattern_name, regex) in self.PATTERNS.ite...}
    n26{if re.fullmatch(regex, value, ...}
    n27[ids.append(ResourceId(value=value, pattern=patter...]
    n28[break]
    n29[]
    n30[]
    n31[]
    n32[]
    n33[return ids]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n17
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n16
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n11
    n16 --> n7
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n32
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n31
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n30
    n26 -->|Yes| n27
    n26 -->|No| n29
    n27 --> n28
    n28 --> n29
    n29 --> n25
    n30 --> n20
    n31 --> n32
    n32 --> n33
    n33 --> n2
559. function function idor aiva func idor resource id extractor Function generate test ids
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Generate test ID variations based ...] n4[test_ids: list[str] = []] n5{if original_id.pattern == 'num...} n6[try] n7[base = int(original_id.valu...] n8[offsets = [-2, -1, 1, 2, 10, 1...] n9{for offset in offsets} n10[new_id = base + offset] n11{if new_id > 0} n12[test_ids.append(str(new_id))] n13[] n14{if len(test_ids) >= count} n15[break] n16[] n17[] n18[] n19[except ValueError] n20[pass] n21{if original_id.pattern == 'uuid'} n22[import random] n23[parts = original_id.value.sp...] n24{for _ in range(count)} n25[modified = parts.copy()] n26[modified[0] = f'{random.randint&...] n27[test_ids.append('-'.join(...] n28[] n29{if original_id.pattern == 'hash'} n30[import hashlib] n31[import random] n32[length = len(original_id.valu...] n33{for i in range(count)} n34[random_str = f'test_{random.randi...] n35{if length == 32} n36[test_hash = hashlib.md5(random_s...] n37[test_hash = hashlib.sha256(rando...] n38[] n39[test_ids.append(test_hash)] n40[] n41{if original_id.pattern == 'mixed'} n42[import random] n43[unique_ids: set[str] = set()] n44[attempts = 0] n45[max_attempts = count * 10] n46{while len(unique_ids) < coun...} n47[result = ''] n48{for char in original_id.value} n49{if char.isdigit()} n50[result += str(random.randint(0, 9))] n51[result += char] n52[] n53[] n54{if result != original_id.value} n55[unique_ids.add(result)] n56[] n57[attempts += 1] n58[] n59[test_ids.extend(list(unique_ids))] n60[] n61[] n62[] n63[] n64[return test_ids[:count]] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n21 n6 --> n7 n6 --> n19 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n17 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n9 n17 --> n18 n18 --> n63 n19 --> n20 n20 --> n18 n21 -->|Yes| n22 n21 -->|No| n29 n22 --> n23 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n28 n25 --> n26 n26 --> n27 n27 --> n24 n28 --> n62 n29 -->|Yes| n30 n29 -->|No| n41 n30 --> n31 n31 --> n32 n32 --> n33 n33 -->|Yes| n34 n33 -->|No| n40 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n37 n36 --> n38 n37 --> n38 n38 --> n39 n39 --> n33 n40 --> n61 n41 -->|Yes| n42 n41 -->|No| n60 n42 --> n43 n43 --> n44 n44 --> n45 n45 --> n46 n46 -->|Yes| n47 n46 -->|No| n58 n47 --> n48 n48 -->|Yes| n49 n48 -->|No| n53 n49 -->|Yes| n50 n49 -->|No| n51 n50 --> n52 n51 --> n52 n52 --> n48 n53 --> n54 n54 -->|Yes| n55 n54 -->|No| n56 n55 --> n56 n56 --> n57 n57 --> n46 n58 --> n59 n59 --> n60 n60 --> n61 n61 --> n62 n62 --> n63 n63 --> n64 n64 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Generate test ID variations based ...]
    n4[test_ids: list[str] = []]
    n5{if original_id.pattern == 'num...}
    n6[try]
    n7[base = int(original_id.valu...]
    n8[offsets = [-2, -1, 1, 2, 10, 1...]
    n9{for offset in offsets}
    n10[new_id = base + offset]
    n11{if new_id > 0}
    n12[test_ids.append(str(new_id))]
    n13[]
    n14{if len(test_ids) >= count}
    n15[break]
    n16[]
    n17[]
    n18[]
    n19[except ValueError]
    n20[pass]
    n21{if original_id.pattern == 'uuid'}
    n22[import random]
    n23[parts = original_id.value.sp...]
    n24{for _ in range(count)}
    n25[modified = parts.copy()]
    n26[modified[0] = f'{random.randint&...]
    n27[test_ids.append('-'.join(...]
    n28[]
    n29{if original_id.pattern == 'hash'}
    n30[import hashlib]
    n31[import random]
    n32[length = len(original_id.valu...]
    n33{for i in range(count)}
    n34[random_str = f'test_{random.randi...]
    n35{if length == 32}
    n36[test_hash = hashlib.md5(random_s...]
    n37[test_hash = hashlib.sha256(rando...]
    n38[]
    n39[test_ids.append(test_hash)]
    n40[]
    n41{if original_id.pattern == 'mixed'}
    n42[import random]
    n43[unique_ids: set[str] = set()]
    n44[attempts = 0]
    n45[max_attempts = count * 10]
    n46{while len(unique_ids) < coun...}
    n47[result = '']
    n48{for char in original_id.value}
    n49{if char.isdigit()}
    n50[result += str(random.randint(0, 9))]
    n51[result += char]
    n52[]
    n53[]
    n54{if result != original_id.value}
    n55[unique_ids.add(result)]
    n56[]
    n57[attempts += 1]
    n58[]
    n59[test_ids.extend(list(unique_ids))]
    n60[]
    n61[]
    n62[]
    n63[]
    n64[return test_ids[:count]]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n21
    n6 --> n7
    n6 --> n19
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n17
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n9
    n17 --> n18
    n18 --> n63
    n19 --> n20
    n20 --> n18
    n21 -->|Yes| n22
    n21 -->|No| n29
    n22 --> n23
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n28
    n25 --> n26
    n26 --> n27
    n27 --> n24
    n28 --> n62
    n29 -->|Yes| n30
    n29 -->|No| n41
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 -->|Yes| n34
    n33 -->|No| n40
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n37
    n36 --> n38
    n37 --> n38
    n38 --> n39
    n39 --> n33
    n40 --> n61
    n41 -->|Yes| n42
    n41 -->|No| n60
    n42 --> n43
    n43 --> n44
    n44 --> n45
    n45 --> n46
    n46 -->|Yes| n47
    n46 -->|No| n58
    n47 --> n48
    n48 -->|Yes| n49
    n48 -->|No| n53
    n49 -->|Yes| n50
    n49 -->|No| n51
    n50 --> n52
    n51 --> n52
    n52 --> n48
    n53 --> n54
    n54 -->|Yes| n55
    n54 -->|No| n56
    n55 --> n56
    n56 --> n57
    n57 --> n46
    n58 --> n59
    n59 --> n60
    n60 --> n61
    n61 --> n62
    n62 --> n63
    n63 --> n64
    n64 --> n2
560. function function idor aiva func idor resource id extractor Function replace id in url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Replace an ID in URL with a new ID...] n4[from urllib.parse import parse_qsl, urlencode, url...] n5[parsed = urlparse(url)] n6[path_parts = parsed.path.split('/...] n7[path_parts = [new_id if part == o...] n8[new_path = '/'.join(path_part...] n9[query_params = parse_qsl(parsed.que...] n10[new_query_params = [(k, new_id if v == ...] n11[new_query = urlencode(new_query_...] n12[new_url = urlunparse((parsed.s...] n13[return new_url] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Replace an ID in URL with a new ID...]
    n4[from urllib.parse import parse_qsl, urlencode, url...]
    n5[parsed = urlparse(url)]
    n6[path_parts = parsed.path.split('/...]
    n7[path_parts = [new_id if part == o...]
    n8[new_path = '/'.join(path_part...]
    n9[query_params = parse_qsl(parsed.que...]
    n10[new_query_params = [(k, new_id if v == ...]
    n11[new_query = urlencode(new_query_...]
    n12[new_url = urlunparse((parsed.s...]
    n13[return new_url]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
561. function function idor aiva func idor resource id extractor Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nResource ID Extractor\n\nExtracts resource...] n4[from __future__ import annotations] n5[from dataclasses import dataclass] n6[import re] n7[from typing import Literal] n8[IdPattern = Literal['numeric'...] n9[class ResourceId(...)] n10[class ResourceIdExtractor(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nResource ID Extractor\n\nExtracts resource...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass]
    n6[import re]
    n7[from typing import Literal]
    n8[IdPattern = Literal['numeric'...]
    n9[class ResourceId(...)]
    n10[class ResourceIdExtractor(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
562. function function idor aiva func idor schemas Function analyze predictability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析 ID 可預測性 (0.0-1.0, 1.0 = 完全可預測)&am...] n4{if self.sequential_pattern} n5[return 1.0] n6[] n7{if self.predictable_ids} n8[return 0.8] n9[] n10{if self.min_id_value and self....} n11[range_size = self.max_id_value - ...] n12{if range_size < 1000} n13[return 0.9] n14{if range_size < 10000} n15[return 0.6] n16[return 0.3] n17[] n18[] n19[] n20[return 0.0] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n19 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n18 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析 ID 可預測性 (0.0-1.0, 1.0 = 完全可預測)&am...]
    n4{if self.sequential_pattern}
    n5[return 1.0]
    n6[]
    n7{if self.predictable_ids}
    n8[return 0.8]
    n9[]
    n10{if self.min_id_value and self....}
    n11[range_size = self.max_id_value - ...]
    n12{if range_size < 1000}
    n13[return 0.9]
    n14{if range_size < 10000}
    n15[return 0.6]
    n16[return 0.3]
    n17[]
    n18[]
    n19[]
    n20[return 0.0]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n19
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n18
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
563. function function idor aiva func idor schemas Function get severity score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算嚴重程度評分 (0.0-1.0)'] n4[score = 0.0] n5{if self.vulnerable} n6[score += 0.3] n7[] n8{if self.access_granted} n9[score += 0.4] n10[] n11{if self.data_leaked} n12[score += 0.3] n13[] n14{if self.response_similarity > 0.8} n15[score += 0.2] n16[] n17[return min(score * self.confidence, 1...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算嚴重程度評分 (0.0-1.0)']
    n4[score = 0.0]
    n5{if self.vulnerable}
    n6[score += 0.3]
    n7[]
    n8{if self.access_granted}
    n9[score += 0.4]
    n10[]
    n11{if self.data_leaked}
    n12[score += 0.3]
    n13[]
    n14{if self.response_similarity > 0.8}
    n15[score += 0.2]
    n16[]
    n17[return min(score * self.confidence, 1...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n2
564. function function idor aiva func idor schemas Function get success rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取成功率'] n4{if self.vectors_tested == 0} n5[return 0.0] n6[] n7[return self.successful_bypasses / sel...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取成功率']
    n4{if self.vectors_tested == 0}
    n5[return 0.0]
    n6[]
    n7[return self.successful_bypasses / sel...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
565. function function idor aiva func idor schemas Function is successful bypass
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['判斷是否成功繞過權限檢查'] n4[return self.vulnerable and self.acces...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['判斷是否成功繞過權限檢查']
    n4[return self.vulnerable and self.acces...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
566. function function idor aiva func idor schemas Function record vector test
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄向量測試結果'] n4[self.vectors_tested += 1] n5{if result.vulnerable} n6[self.successful_bypasses += 1] n7[] n8{if result.data_leaked} n9[self.data_leakages += 1] n10[] n11{if result.access_granted} n12[self.authorization_bypasses += 1] n13[] n14[resource_type = result.test_vector.r...] n15{if resource_type not in self.r...} n16[self.resource_types_found.append(resource_type)] n17[] n18[id_pattern = result.test_vector.i...] n19[self.id_patterns_detected[id_pattern] = self.id_p...] n20{if self.vectors_tested == 1} n21[self.average_response_time_ms = result.execution_tim...] n22[self.average_response_time_ms = (self.average_respon...] n23[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n23 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄向量測試結果']
    n4[self.vectors_tested += 1]
    n5{if result.vulnerable}
    n6[self.successful_bypasses += 1]
    n7[]
    n8{if result.data_leaked}
    n9[self.data_leakages += 1]
    n10[]
    n11{if result.access_granted}
    n12[self.authorization_bypasses += 1]
    n13[]
    n14[resource_type = result.test_vector.r...]
    n15{if resource_type not in self.r...}
    n16[self.resource_types_found.append(resource_type)]
    n17[]
    n18[id_pattern = result.test_vector.i...]
    n19[self.id_patterns_detected[id_pattern] = self.id_p...]
    n20{if self.vectors_tested == 1}
    n21[self.average_response_time_ms = result.execution_tim...]
    n22[self.average_response_time_ms = (self.average_respon...]
    n23[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n23
    n22 --> n23
    n23 --> n2
567. function function idor aiva func idor schemas Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式'] n4[details = super().to_details(f...] n5[details.update({'vectors_tested&...] n6[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式']
    n4[details = super().to_details(f...]
    n5[details.update({'vectors_tested&...]
    n6[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
568. function function idor aiva func idor schemas Function validate method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 方法'] n4[allowed = {'GET', &#...] n5{if v.upper() not in allowed} n6[raise ValueError(f'Invalid HTTP method: &...] n7[] n8[return v.upper()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 方法']
    n4[allowed = {'GET', &#...]
    n5{if v.upper() not in allowed}
    n6[raise ValueError(f'Invalid HTTP method: &...]
    n7[]
    n8[return v.upper()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
569. function function idor aiva func idor schemas Function validate pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 ID 模式'] n4[allowed = {'numeric', &&...] n5{if v not in allowed} n6[raise ValueError(f'Invalid ID pattern: &#...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 ID 模式']
    n4[allowed = {'numeric', &&...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid ID pattern: &#...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
570. function function idor aiva func idor schemas Function validate resource type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證資源類型'] n4{if not v or len(v.strip()) == 0} n5[raise ValueError('Resource type cannot be...] n6[] n7[return v.strip().lower()] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證資源類型']
    n4{if not v or len(v.strip()) == 0}
    n5[raise ValueError('Resource type cannot be...]
    n6[]
    n7[return v.strip().lower()]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
571. function function idor aiva func idor schemas Function validate status code
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 狀態碼'] n4{if not 100 <= v < 600} n5[raise ValueError(f'Invalid HTTP status co...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 狀態碼']
    n4{if not 100 <= v < 600}
    n5[raise ValueError(f'Invalid HTTP status co...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
572. function function idor aiva func idor schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nIDOR 模組專用數據合約\n定義 IDOR (Insecure Direc...] n4[from __future__ import annotations] n5[from typing import Any] n6[from pydantic import BaseModel, Field, field_valid...] n7[from services.aiva_common.schemas import FindingPa...] n8[class IdorTestVector(...)] n9[class IdorDetectionResult(...)] n10[class ResourceAccessPattern(...)] n11[class IdorTelemetry(...)] n12[class TaskExecutionResult(...)] n13[__all__ = ['IdorTestVector', ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nIDOR 模組專用數據合約\n定義 IDOR (Insecure Direc...]
    n4[from __future__ import annotations]
    n5[from typing import Any]
    n6[from pydantic import BaseModel, Field, field_valid...]
    n7[from services.aiva_common.schemas import FindingPa...]
    n8[class IdorTestVector(...)]
    n9[class IdorDetectionResult(...)]
    n10[class ResourceAccessPattern(...)]
    n11[class IdorTelemetry(...)]
    n12[class TaskExecutionResult(...)]
    n13[__all__ = ['IdorTestVector', ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
573. function function idor aiva func idor smart idor detector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化智能 IDOR 檢測器\n\n Args:\n ...] n4[self.config = config or IDORConfig...] n5[self.smart_manager = UnifiedSmartDetectio...] n6[logger.info('Smart IDOR Detector initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化智能 IDOR 檢測器\n\n        Args:\n ...]
    n4[self.config = config or IDORConfig...]
    n5[self.smart_manager = UnifiedSmartDetectio...]
    n6[logger.info('Smart IDOR Detector initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
574. function function idor aiva func idor smart idor detector Function build horizontal finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建水平 IDOR 檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[from services.aiva_common.utils import new_id] n7[return {'finding_id': new_id...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建水平 IDOR 檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[from services.aiva_common.utils import new_id]
    n7[return {'finding_id': new_id...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
575. function function idor aiva func idor smart idor detector Function build vertical finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建垂直 IDOR 檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[from services.aiva_common.utils import new_id] n7[return {'finding_id': new_id...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建垂直 IDOR 檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[from services.aiva_common.utils import new_id]
    n7[return {'finding_id': new_id...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
576. function function idor aiva func idor smart idor detector Function calculate total steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算總檢測步驟數'] n4[steps = 1] n5{if self.config.horizontal_esca...} n6[steps += len(self.config.id_generation_methods) *...] n7[] n8{if self.config.vertical_escala...} n9[steps += len(self.config.privilege_levels) * 2] n10[] n11[return steps] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算總檢測步驟數']
    n4[steps = 1]
    n5{if self.config.horizontal_esca...}
    n6[steps += len(self.config.id_generation_methods) *...]
    n7[]
    n8{if self.config.vertical_escala...}
    n9[steps += len(self.config.privilege_levels) * 2]
    n10[]
    n11[return steps]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
577. function function idor aiva func idor smart idor detector Function add error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加錯誤'] n4[self.errors.append(error)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加錯誤']
    n4[self.errors.append(error)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
578. function function idor aiva func idor smart idor detector Function add finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加發現的漏洞'] n4[self.findings.append(finding)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加發現的漏洞']
    n4[self.findings.append(finding)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
579. function function idor aiva func idor smart idor detector Function increment attempts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['增加嘗試次數'] n4[self.attempts += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['增加嘗試次數']
    n4[self.attempts += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
580. function function idor aiva func idor smart idor detector Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSmart IDOR Detector - 智能 IDOR 檢測器\n整合統一檢測管...] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[import time] n7[from typing import Any] n8[import httpx] n9[from services.aiva_common.schemas import FunctionT...] n10[from services.aiva_common.utils import get_logger] n11[from services.function.common.detection_config imp...] n12[from services.function.common.unified_smart_detect...] n13[from .cross_user_tester import CrossUserTester, Cr...] n14[from .resource_id_extractor import ResourceId, Res...] n15[from .vertical_escalation_tester import PrivilegeL...] n16[logger = get_logger(__name__)] n17[class IDORDetectionContext(...)] n18[class SmartIDORDetector(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSmart IDOR Detector - 智能 IDOR 檢測器\n整合統一檢測管...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[import time]
    n7[from typing import Any]
    n8[import httpx]
    n9[from services.aiva_common.schemas import FunctionT...]
    n10[from services.aiva_common.utils import get_logger]
    n11[from services.function.common.detection_config imp...]
    n12[from services.function.common.unified_smart_detect...]
    n13[from .cross_user_tester import CrossUserTester, Cr...]
    n14[from .resource_id_extractor import ResourceId, Res...]
    n15[from .vertical_escalation_tester import PrivilegeL...]
    n16[logger = get_logger(__name__)]
    n17[class IDORDetectionContext(...)]
    n18[class SmartIDORDetector(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
581. function function idor aiva func idor vertical escalation tester Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.client = client] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.client = client]
    n1 --> n3
    n3 --> n2
582. function function idor aiva func idor vertical escalation tester Function infer required privilege
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據 URL 推斷所需權限級別\n \n ...] n4[url_lower = url.lower()] n5[admin_patterns = ['/admin/', ...] n6{for pattern in admin_patterns} n7{if pattern in url_lower} n8[return PrivilegeLevel.ADMIN] n9[] n10[] n11[return PrivilegeLevel.USER] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n10 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n6 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據 URL 推斷所需權限級別\n        \n       ...]
    n4[url_lower = url.lower()]
    n5[admin_patterns = ['/admin/', ...]
    n6{for pattern in admin_patterns}
    n7{if pattern in url_lower}
    n8[return PrivilegeLevel.ADMIN]
    n9[]
    n10[]
    n11[return PrivilegeLevel.USER]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n6
    n10 --> n11
    n11 --> n2
583. function function idor aiva func idor vertical escalation tester Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nVertical Escalation Tester for IDOR Detect...] n4[from __future__ import annotations] n5[from dataclasses import dataclass] n6[from enum import Enum] n7[import httpx] n8[from pydantic import HttpUrl] n9[from services.aiva_common.schemas import FunctionT...] n10[class PrivilegeLevel(...)] n11[class VerticalTestResult(...)] n12[class VerticalEscalationTester(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nVertical Escalation Tester for IDOR Detect...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass]
    n6[from enum import Enum]
    n7[import httpx]
    n8[from pydantic import HttpUrl]
    n9[from services.aiva_common.schemas import FunctionT...]
    n10[class PrivilegeLevel(...)]
    n11[class VerticalTestResult(...)]
    n12[class VerticalEscalationTester(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
584. function function idor aiva func idor worker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Initialize IDOR worker with detectors.&&...] n4[self.extractor = ResourceIdExtractor(...] n5[self.http_client = httpx.AsyncClient(ti...] n6[self.tester = CrossUserTester(self...] n7[self.vertical_tester = VerticalEscalationTe...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Initialize IDOR worker with detectors.&&...]
    n4[self.extractor = ResourceIdExtractor(...]
    n5[self.http_client = httpx.AsyncClient(ti...]
    n6[self.tester = CrossUserTester(self...]
    n7[self.vertical_tester = VerticalEscalationTe...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
585. function function idor aiva func idor worker Function build finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Build a vulnerability finding from...] n4[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Build a vulnerability finding from...]
    n4[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
586. function function idor aiva func idor worker Function build vertical finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Build a BFLA vulnerability finding...] n4[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Build a BFLA vulnerability finding...]
    n4[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
587. function function idor aiva func idor worker Function extract auth
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Extract authentication information...] n4[auth: dict[str, str] = {}] n5{if task.target.headers} n6{if 'Authorization' in task.tar...} n7[auth['Authorization'] = t...] n8[] n9{if 'Cookie' in task.target.hea...} n10[auth['Cookie'] = task.tar...] n11[] n12[] n13{if task.target.cookies} n14[from urllib.parse import quote] n15[cookie_str = '; '.join((f...] n16[auth['Cookie'] = cookie_str] n17[] n18[return auth] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n17 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Extract authentication information...]
    n4[auth: dict[str, str] = {}]
    n5{if task.target.headers}
    n6{if 'Authorization' in task.tar...}
    n7[auth['Authorization'] = t...]
    n8[]
    n9{if 'Cookie' in task.target.hea...}
    n10[auth['Cookie'] = task.tar...]
    n11[]
    n12[]
    n13{if task.target.cookies}
    n14[from urllib.parse import quote]
    n15[cookie_str = '; '.join((f...]
    n16[auth['Cookie'] = cookie_str]
    n17[]
    n18[return auth]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n17
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
588. function function idor aiva func idor worker Function get test user auth
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Get test user authentication crede...] n4[_ = task] n5[return None] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Get test user authentication crede...]
    n4[_ = task]
    n5[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
589. function function idor aiva func idor worker Function infer required privilege
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Infer required privilege level fro...] n4[url_lower = url.lower()] n5{if any((pattern in url_lower f...} n6[return PrivilegeLevel.ADMIN] n7[] n8{if any((pattern in url_lower f...} n9[return PrivilegeLevel.MODERATOR] n10[] n11{if any((pattern in url_lower f...} n12[return PrivilegeLevel.SUPERADMIN] n13[] n14[return PrivilegeLevel.USER] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Infer required privilege level fro...]
    n4[url_lower = url.lower()]
    n5{if any((pattern in url_lower f...}
    n6[return PrivilegeLevel.ADMIN]
    n7[]
    n8{if any((pattern in url_lower f...}
    n9[return PrivilegeLevel.MODERATOR]
    n10[]
    n11{if any((pattern in url_lower f...}
    n12[return PrivilegeLevel.SUPERADMIN]
    n13[]
    n14[return PrivilegeLevel.USER]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n2
590. function function idor aiva func idor worker Function validated http url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Validate and convert string to HttpUrl.&...] n4[return _HTTP_URL_VALIDATOR.validate_p...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Validate and convert string to HttpUrl.&...]
    n4[return _HTTP_URL_VALIDATOR.validate_p...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
591. function function idor aiva func idor worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nIDOR Detection Worker\n\nMain worker for d...] n4[from __future__ import annotations] n5[import json] n6[import httpx] n7[from pydantic import HttpUrl, TypeAdapter] n8[from services.aiva_common.enums import Confidence,...] n9[from services.aiva_common.mq import get_broker] n10[from services.aiva_common.schemas import AivaMessa...] n11[from services.aiva_common.utils import get_logger,...] n12[from .cross_user_tester import CrossUserTester, Cr...] n13[from .resource_id_extractor import ResourceIdExtra...] n14[from .vertical_escalation_tester import PrivilegeL...] n15[logger = get_logger(__name__)] n16[_HTTP_URL_VALIDATOR = TypeAdapter(HttpUrl)] n17[def _validated_http_url(...)] n18[def run(...)] n19[class IdorWorker(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nIDOR Detection Worker\n\nMain worker for d...]
    n4[from __future__ import annotations]
    n5[import json]
    n6[import httpx]
    n7[from pydantic import HttpUrl, TypeAdapter]
    n8[from services.aiva_common.enums import Confidence,...]
    n9[from services.aiva_common.mq import get_broker]
    n10[from services.aiva_common.schemas import AivaMessa...]
    n11[from services.aiva_common.utils import get_logger,...]
    n12[from .cross_user_tester import CrossUserTester, Cr...]
    n13[from .resource_id_extractor import ResourceIdExtra...]
    n14[from .vertical_escalation_tester import PrivilegeL...]
    n15[logger = get_logger(__name__)]
    n16[_HTTP_URL_VALIDATOR = TypeAdapter(HttpUrl)]
    n17[def _validated_http_url(...)]
    n18[def run(...)]
    n19[class IdorWorker(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
592. function function postex init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nPostEx Module - 後滲透測試模組 (僅供授權測試使用)...] n4[from .lateral_movement import LateralMovementTeste...] n5[from .persistence_checker import PersistenceChecke...] n6[from .privilege_escalator import PrivilegeEscalato...] n7[from .schemas import PostExDetectionResult, PostEx...] n8[__all__ = ['LateralMovementTes...] n9[__version__ = '1.0.0'] n10[__warning__ = 'FOR AUTHORIZED SECU...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nPostEx Module - 後滲透測試模組 (僅供授權測試使用)...]
    n4[from .lateral_movement import LateralMovementTeste...]
    n5[from .persistence_checker import PersistenceChecke...]
    n6[from .privilege_escalator import PrivilegeEscalato...]
    n7[from .schemas import PostExDetectionResult, PostEx...]
    n8[__all__ = ['LateralMovementTes...]
    n9[__version__ = '1.0.0']
    n10[__warning__ = 'FOR AUTHORIZED SECU...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
593. function function postex lateral movement Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化橫向移動測試器\n\n Args:\n ...] n4[self.authorization_token = authorization_token] n5[self.target_network = target_network] n6[self.safe_mode = safe_mode] n7[self.test_results: list[dict[str, Any]] =...] n8{if not authorization_token} n9[logger.warning('lateral_movement_no_auth&...] n10[self.safe_mode = True] n11[] n12[logger.info('lateral_movement_initialized...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化橫向移動測試器\n\n        Args:\n     ...]
    n4[self.authorization_token = authorization_token]
    n5[self.target_network = target_network]
    n6[self.safe_mode = safe_mode]
    n7[self.test_results: list[dict[str, Any]] =...]
    n8{if not authorization_token}
    n9[logger.warning('lateral_movement_no_auth&...]
    n10[self.safe_mode = True]
    n11[]
    n12[logger.info('lateral_movement_initialized...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
594. function function postex lateral movement Function log action
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄操作'] n4[log_entry = {'timestamp': da...] n5[logger.info('lateral_movement_action&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄操作']
    n4[log_entry = {'timestamp': da...]
    n5[logger.info('lateral_movement_action&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
595. function function postex lateral movement Function enumerate services
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 枚舉目標主機服務\n\n Args:\n ...] n4[self._log_action('enumerate_services&...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['services'].extend...] n9[result['mode'] = &...] n10[result['error'] = &&#...] n11[] n12[self.test_results.append(result)] n13[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        枚舉目標主機服務\n\n        Args:\n       ...]
    n4[self._log_action('enumerate_services&...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['services'].extend...]
    n9[result['mode'] = &&#3...]
    n10[result['error'] = &&#...]
    n11[]
    n12[self.test_results.append(result)]
    n13[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
596. function function postex lateral movement Function get results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有測試結果'] n4[return self.test_results] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有測試結果']
    n4[return self.test_results]
    n1 --> n3
    n3 --> n4
    n4 --> n2
597. function function postex lateral movement Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例 - 僅在安全模式下運行'] n4[print('⚠️ Lateral Movement Tester - SAFE...] n5[print('=' * 60)] n6[tester = LateralMovementTeste...] n7[assessment = tester.run_full_asse...] n8[print(f"\n📊 Assessment ID: {assessment&...] n9[print(f"🔒 Safe Mode: {assessment[&a...] n10[print(f"🌐 Target Network: {assessment&#...] n11[print(f"\n📋 Tests Run: {assessment[...] n12[print(f"🔍 Findings: {assessment[&am...] n13[print('\n✅ Safe mode demo completed&&...] n14[print('⚠️ Remember: Never use this tool ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例 - 僅在安全模式下運行']
    n4[print('⚠️  Lateral Movement Tester - SAFE...]
    n5[print('=' * 60)]
    n6[tester = LateralMovementTeste...]
    n7[assessment = tester.run_full_asse...]
    n8[print(f"\n📊 Assessment ID: {assessment&...]
    n9[print(f"🔒 Safe Mode: {assessment[&a...]
    n10[print(f"🌐 Target Network: {assessment&#...]
    n11[print(f"\n📋 Tests Run: {assessment[...]
    n12[print(f"🔍 Findings: {assessment[&am...]
    n13[print('\n✅ Safe mode demo completed&&...]
    n14[print('⚠️  Remember: Never use this tool ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
598. function function postex lateral movement Function run full assessment
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 執行完整的橫向移動評估\n\n Returns:\n ...] n4[logger.info('lateral_movement_assessment_...] n5[assessment = {'assessment_id&#39...] n6[assessment['tests'].appen...] n7[assessment['tests'].appen...] n8[assessment['tests'].appen...] n9[assessment['tests'].appen...] n10[assessment['tests'].appen...] n11[total_findings = sum((len(test.get(&&...] n12[assessment['summary'] = &...] n13[logger.info('lateral_movement_assessment_...] n14[return assessment] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        執行完整的橫向移動評估\n\n        Returns:\n ...]
    n4[logger.info('lateral_movement_assessment_...]
    n5[assessment = {'assessment_id&#39...]
    n6[assessment['tests'].appen...]
    n7[assessment['tests'].appen...]
    n8[assessment['tests'].appen...]
    n9[assessment['tests'].appen...]
    n10[assessment['tests'].appen...]
    n11[total_findings = sum((len(test.get(&&...]
    n12[assessment['summary'] = &...]
    n13[logger.info('lateral_movement_assessment_...]
    n14[return assessment]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
599. function function postex lateral movement Function simulate pass the hash
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 模擬 Pass-the-Hash 攻擊\n\n Ret...] n4[self._log_action('simulate_pass_the_hash&...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['findings'].append...] n9[result['mode'] = &...] n10[result['error'] = &&#...] n11[] n12[self.test_results.append(result)] n13[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        模擬 Pass-the-Hash 攻擊\n\n        Ret...]
    n4[self._log_action('simulate_pass_the_hash&...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['findings'].append...]
    n9[result['mode'] = &&#3...]
    n10[result['error'] = &&#...]
    n11[]
    n12[self.test_results.append(result)]
    n13[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
600. function function postex lateral movement Function test credential reuse
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 測試憑證重用\n\n Args:\n ...] n4[self._log_action('test_credential_reuse&a...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['findings'].append...] n9[result['mode'] = &...] n10[result['error'] = &&#...] n11[] n12[self.test_results.append(result)] n13[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        測試憑證重用\n\n        Args:\n         ...]
    n4[self._log_action('test_credential_reuse&a...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['findings'].append...]
    n9[result['mode'] = &&#3...]
    n10[result['error'] = &&#...]
    n11[]
    n12[self.test_results.append(result)]
    n13[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
601. function function postex lateral movement Function test remote access
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 測試遠程訪問協議\n\n Args:\n ...] n4[protocols = protocols or ['ssh&#3...] n5[self._log_action('test_remote_access&...] n6[result = {'test_name': &...] n7{if self.safe_mode} n8[result['mode'] = &...] n9{for protocol in protocols} n10[result['findings'].append...] n11[] n12[result['mode'] = &...] n13[result['error'] = &&#...] n14[] n15[self.test_results.append(result)] n16[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n9 n11 --> n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        測試遠程訪問協議\n\n        Args:\n       ...]
    n4[protocols = protocols or ['ssh&#3...]
    n5[self._log_action('test_remote_access&...]
    n6[result = {'test_name': &...]
    n7{if self.safe_mode}
    n8[result['mode'] = &&#3...]
    n9{for protocol in protocols}
    n10[result['findings'].append...]
    n11[]
    n12[result['mode'] = &&#3...]
    n13[result['error'] = &&#...]
    n14[]
    n15[self.test_results.append(result)]
    n16[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n9
    n11 --> n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
602. function function postex lateral movement Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nLateral Movement Tester - 橫向移動測試器 (僅供授...] n4[from datetime import datetime] n5[import hashlib] n6[import socket] n7[from typing import Any] n8[import structlog] n9[logger = structlog.get_logger...] n10[class LateralMovementTester(...)] n11[def main(...)] n12{if __name__ == '__main__'} n13[main()] n14[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nLateral Movement Tester - 橫向移動測試器 (僅供授...]
    n4[from datetime import datetime]
    n5[import hashlib]
    n6[import socket]
    n7[from typing import Any]
    n8[import structlog]
    n9[logger = structlog.get_logger...]
    n10[class LateralMovementTester(...)]
    n11[def main(...)]
    n12{if __name__ == '__main__'}
    n13[main()]
    n14[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n2
603. function function postex persistence checker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化持久化檢查器\n\n Args:\n ...] n4[self.authorization_token = authorization_token] n5[self.safe_mode = safe_mode] n6[self.deep_scan = deep_scan] n7[self.os_type = platform.system()] n8[self.test_results: list[dict[str, Any]] =...] n9{if not authorization_token} n10[logger.warning('persistence_checker_no_au...] n11[self.safe_mode = True] n12[] n13[logger.info('persistence_checker_initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化持久化檢查器\n\n        Args:\n      ...]
    n4[self.authorization_token = authorization_token]
    n5[self.safe_mode = safe_mode]
    n6[self.deep_scan = deep_scan]
    n7[self.os_type = platform.system()]
    n8[self.test_results: list[dict[str, Any]] =...]
    n9{if not authorization_token}
    n10[logger.warning('persistence_checker_no_au...]
    n11[self.safe_mode = True]
    n12[]
    n13[logger.info('persistence_checker_initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
604. function function postex persistence checker Function log action
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄操作'] n4[log_entry = {'timestamp': da...] n5[logger.info('persistence_check_action&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄操作']
    n4[log_entry = {'timestamp': da...]
    n5[logger.info('persistence_check_action&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
605. function function postex persistence checker Function check cron jobs
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 Cron 任務 (Linux/macOS)\n...] n4[self._log_action('check_cron_jobs&...] n5[result = {'test_name': &...] n6{if self.os_type == 'Windows'} n7[result['note'] = &...] n8[self.test_results.append(result)] n9[return result] n10[] n11{if self.safe_mode} n12[result['mode'] = &...] n13[result['jobs'].append(...] n14[result['jobs'].append(...] n15[result['mode'] = &...] n16[result['error'] = &&#...] n17[] n18[self.test_results.append(result)] n19[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n10 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n15 n12 --> n13 n13 --> n14 n14 --> n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 Cron 任務 (Linux/macOS)\n...]
    n4[self._log_action('check_cron_jobs&&#3...]
    n5[result = {'test_name': &...]
    n6{if self.os_type == 'Windows'}
    n7[result['note'] = &&#3...]
    n8[self.test_results.append(result)]
    n9[return result]
    n10[]
    n11{if self.safe_mode}
    n12[result['mode'] = &&#3...]
    n13[result['jobs'].append&#40...]
    n14[result['jobs'].append&#40...]
    n15[result['mode'] = &&#3...]
    n16[result['error'] = &&#...]
    n17[]
    n18[self.test_results.append(result)]
    n19[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 --> n13
    n13 --> n14
    n14 --> n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
606. function function postex persistence checker Function check registry persistence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 Registry 持久化 (Windows)\...] n4[self._log_action('check_registry_persiste...] n5[result = {'test_name': &...] n6{if self.os_type != 'Windows'} n7[result['note'] = &...] n8[self.test_results.append(result)] n9[return result] n10[] n11{if self.safe_mode} n12[result['mode'] = &...] n13[common_locations = ['HKLM\\Software\\Mi...] n14[result['entries'].extend&...] n15[result['mode'] = &...] n16[result['error'] = &&#...] n17[] n18[self.test_results.append(result)] n19[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n10 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n15 n12 --> n13 n13 --> n14 n14 --> n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 Registry 持久化 (Windows)\...]
    n4[self._log_action('check_registry_persiste...]
    n5[result = {'test_name': &...]
    n6{if self.os_type != 'Windows'}
    n7[result['note'] = &&#3...]
    n8[self.test_results.append(result)]
    n9[return result]
    n10[]
    n11{if self.safe_mode}
    n12[result['mode'] = &&#3...]
    n13[common_locations = ['HKLM\\Software\\Mi...]
    n14[result['entries'].extend&...]
    n15[result['mode'] = &&#3...]
    n16[result['error'] = &&#...]
    n17[]
    n18[self.test_results.append(result)]
    n19[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n10
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 --> n13
    n13 --> n14
    n14 --> n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
607. function function postex persistence checker Function check scheduled tasks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查計劃任務\n\n Returns:\n ...] n4[self._log_action('check_scheduled_tasks&a...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8{if self.os_type == 'Windows'} n9[result['tasks'].append...] n10[result['tasks'].append...] n11[] n12[result['mode'] = &...] n13[result['error'] = &&#...] n14[] n15[self.test_results.append(result)] n16[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n12 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查計劃任務\n\n        Returns:\n      ...]
    n4[self._log_action('check_scheduled_tasks&a...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8{if self.os_type == 'Windows'}
    n9[result['tasks'].append&#4...]
    n10[result['tasks'].append&#4...]
    n11[]
    n12[result['mode'] = &&#3...]
    n13[result['error'] = &&#...]
    n14[]
    n15[self.test_results.append(result)]
    n16[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n12
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
608. function function postex persistence checker Function check services
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查系統服務\n\n Returns:\n ...] n4[self._log_action('check_services&#...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[try] n9[process_count = len(list(psutil.proc...] n10[result['services'].append...] n11[] n12[except Exception] n13[result['services'].append...] n14[result['mode'] = &...] n15[result['error'] = &&#...] n16[] n17[self.test_results.append(result)] n18[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n14 n7 --> n8 n8 --> n9 n8 --> n12 n9 --> n10 n10 --> n11 n11 --> n16 n12 --> n13 n13 --> n11 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查系統服務\n\n        Returns:\n      ...]
    n4[self._log_action('check_services&&#35...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[try]
    n9[process_count = len(list(psutil.proc...]
    n10[result['services'].append...]
    n11[]
    n12[except Exception]
    n13[result['services'].append...]
    n14[result['mode'] = &&#3...]
    n15[result['error'] = &&#...]
    n16[]
    n17[self.test_results.append(result)]
    n18[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n14
    n7 --> n8
    n8 --> n9
    n8 --> n12
    n9 --> n10
    n10 --> n11
    n11 --> n16
    n12 --> n13
    n13 --> n11
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
609. function function postex persistence checker Function check startup items
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查啟動項\n\n Returns:\n ...] n4[self._log_action('check_startup_items&...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8{if self.os_type == 'Windows'} n9[result['items'].extend...] n10[result['items'].extend...] n11[] n12[result['mode'] = &...] n13[result['error'] = &&#...] n14[] n15[self.test_results.append(result)] n16[logger.info('startup_items_checked&&#...] n17[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n12 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查啟動項\n\n        Returns:\n       ...]
    n4[self._log_action('check_startup_items&amp...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8{if self.os_type == 'Windows'}
    n9[result['items'].extend&#4...]
    n10[result['items'].extend&#4...]
    n11[]
    n12[result['mode'] = &&#3...]
    n13[result['error'] = &&#...]
    n14[]
    n15[self.test_results.append(result)]
    n16[logger.info('startup_items_checked&&#...]
    n17[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n12
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
610. function function postex persistence checker Function get results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有測試結果'] n4[return self.test_results] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有測試結果']
    n4[return self.test_results]
    n1 --> n3
    n3 --> n4
    n4 --> n2
611. function function postex persistence checker Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例 - 僅在安全模式下運行'] n4[print('⚠️ Persistence Checker - SAFE MOD...] n5[print('=' * 60)] n6[checker = PersistenceChecker(s...] n7[assessment = checker.run_full_ass...] n8[print(f"\n📊 Assessment ID: {assessment&...] n9[print(f"🔒 Safe Mode: {assessment[&a...] n10[print(f"💻 OS: {assessment[&#...] n11[print(f"\n📋 Tests Run: {assessment[...] n12[print(f"🔍 Findings: {assessment[&am...] n13[print('\n✅ Safe mode demo completed&&...] n14[print('⚠️ Remember: Never use this tool ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例 - 僅在安全模式下運行']
    n4[print('⚠️  Persistence Checker - SAFE MOD...]
    n5[print('=' * 60)]
    n6[checker = PersistenceChecker(s...]
    n7[assessment = checker.run_full_ass...]
    n8[print(f"\n📊 Assessment ID: {assessment&...]
    n9[print(f"🔒 Safe Mode: {assessment[&a...]
    n10[print(f"💻 OS: {assessment[&&#35...]
    n11[print(f"\n📋 Tests Run: {assessment[...]
    n12[print(f"🔍 Findings: {assessment[&am...]
    n13[print('\n✅ Safe mode demo completed&&...]
    n14[print('⚠️  Remember: Never use this tool ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
612. function function postex persistence checker Function run full assessment
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 執行完整的持久化檢查\n\n Returns:\n ...] n4[logger.info('persistence_assessment_start...] n5[assessment = {'assessment_id&#39...] n6[assessment['tests'].appen...] n7[assessment['tests'].appen...] n8[assessment['tests'].appen...] n9{if self.os_type == 'Windows'} n10[assessment['tests'].appen...] n11[assessment['tests'].appen...] n12[] n13[total_findings = sum((len(test.get(&&...] n14[assessment['summary'] = &...] n15[logger.info('persistence_assessment_compl...] n16[return assessment] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        執行完整的持久化檢查\n\n        Returns:\n  ...]
    n4[logger.info('persistence_assessment_start...]
    n5[assessment = {'assessment_id&#39...]
    n6[assessment['tests'].appen...]
    n7[assessment['tests'].appen...]
    n8[assessment['tests'].appen...]
    n9{if self.os_type == 'Windows'}
    n10[assessment['tests'].appen...]
    n11[assessment['tests'].appen...]
    n12[]
    n13[total_findings = sum((len(test.get(&&...]
    n14[assessment['summary'] = &...]
    n15[logger.info('persistence_assessment_compl...]
    n16[return assessment]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
613. function function postex persistence checker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nPersistence Checker - 持久化檢查器 (僅供授權測試使用...] n4[from datetime import datetime] n5[import hashlib] n6[import platform] n7[from typing import Any] n8[import psutil] n9[import structlog] n10[logger = structlog.get_logger...] n11[class PersistenceChecker(...)] n12[def main(...)] n13{if __name__ == '__main__'} n14[main()] n15[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nPersistence Checker - 持久化檢查器 (僅供授權測試使用...]
    n4[from datetime import datetime]
    n5[import hashlib]
    n6[import platform]
    n7[from typing import Any]
    n8[import psutil]
    n9[import structlog]
    n10[logger = structlog.get_logger...]
    n11[class PersistenceChecker(...)]
    n12[def main(...)]
    n13{if __name__ == '__main__'}
    n14[main()]
    n15[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n2
614. function function postex privilege escalator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化權限提升測試器\n\n Args:\n ...] n4[self.authorization_token = authorization_token] n5[self.log_all_actions = log_all_actions] n6[self.safe_mode = safe_mode] n7[self.test_results: list[dict[str, Any]] =...] n8{if not authorization_token} n9[logger.warning('privilege_escalator_no_au...] n10[self.safe_mode = True] n11[] n12[logger.info('privilege_escalator_initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化權限提升測試器\n\n        Args:\n     ...]
    n4[self.authorization_token = authorization_token]
    n5[self.log_all_actions = log_all_actions]
    n6[self.safe_mode = safe_mode]
    n7[self.test_results: list[dict[str, Any]] =...]
    n8{if not authorization_token}
    n9[logger.warning('privilege_escalator_no_au...]
    n10[self.safe_mode = True]
    n11[]
    n12[logger.info('privilege_escalator_initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
615. function function postex privilege escalator Function check authorization
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查授權'] n4{if not self.authorization_token} n5[return False] n6[] n7[return len(self.authorization_token) ...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查授權']
    n4{if not self.authorization_token}
    n5[return False]
    n6[]
    n7[return len(self.authorization_token) ...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
616. function function postex privilege escalator Function log action
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄操作'] n4{if self.log_all_actions} n5[log_entry = {'timestamp': da...] n6[logger.info('privilege_escalation_action&...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄操作']
    n4{if self.log_all_actions}
    n5[log_entry = {'timestamp': da...]
    n6[logger.info('privilege_escalation_action&...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
617. function function postex privilege escalator Function check kernel exploits
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查已知內核漏洞\n\n Returns:\n ...] n4[self._log_action('check_kernel_exploits&a...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['findings'].append...] n9[] n10[self.test_results.append(result)] n11[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查已知內核漏洞\n\n        Returns:\n    ...]
    n4[self._log_action('check_kernel_exploits&a...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['findings'].append...]
    n9[]
    n10[self.test_results.append(result)]
    n11[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
618. function function postex privilege escalator Function check sudo misconfiguration
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 Sudo 配置錯誤\n\n Returns:\n...] n4[self._log_action('check_sudo_misconfigura...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['findings'].append...] n9[result['mode'] = &...] n10[result['error'] = &&#...] n11[] n12[self.test_results.append(result)] n13[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 Sudo 配置錯誤\n\n        Returns:\n...]
    n4[self._log_action('check_sudo_misconfigura...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['findings'].append...]
    n9[result['mode'] = &&#3...]
    n10[result['error'] = &&#...]
    n11[]
    n12[self.test_results.append(result)]
    n13[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
619. function function postex privilege escalator Function check suid binaries
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 SUID/SGID 二進制文件\n\n Retu...] n4[self._log_action('check_suid_binaries&...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['findings'].append...] n9[result['mode'] = &...] n10[result['error'] = &&#...] n11[] n12[self.test_results.append(result)] n13[logger.info('suid_check_completed&...] n14[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 SUID/SGID 二進制文件\n\n        Retu...]
    n4[self._log_action('check_suid_binaries&amp...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['findings'].append...]
    n9[result['mode'] = &&#3...]
    n10[result['error'] = &&#...]
    n11[]
    n12[self.test_results.append(result)]
    n13[logger.info('suid_check_completed&&#3...]
    n14[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
620. function function postex privilege escalator Function check writable services
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查可寫服務配置\n\n Returns:\n ...] n4[self._log_action('check_writable_services...] n5[result = {'test_name': &...] n6{if self.safe_mode} n7[result['mode'] = &...] n8[result['findings'].append...] n9[] n10[self.test_results.append(result)] n11[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查可寫服務配置\n\n        Returns:\n    ...]
    n4[self._log_action('check_writable_services...]
    n5[result = {'test_name': &...]
    n6{if self.safe_mode}
    n7[result['mode'] = &&#3...]
    n8[result['findings'].append...]
    n9[]
    n10[self.test_results.append(result)]
    n11[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
621. function function postex privilege escalator Function clear results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清除測試結果'] n4[self.test_results.clear()] n5[logger.info('test_results_cleared&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清除測試結果']
    n4[self.test_results.clear()]
    n5[logger.info('test_results_cleared&&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
622. function function postex privilege escalator Function get results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有測試結果'] n4[return self.test_results] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有測試結果']
    n4[return self.test_results]
    n1 --> n3
    n3 --> n4
    n4 --> n2
623. function function postex privilege escalator Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例 - 僅在安全模式下運行'] n4[print('⚠️ Privilege Escalation Tester - ...] n5[print('=' * 60)] n6[escalator = PrivilegeEscalator(s...] n7[assessment = escalator.run_full_a...] n8[print(f"\n📊 Assessment ID: {assessment&...] n9[print(f"🔒 Safe Mode: {assessment[&a...] n10[print(f"💻 OS: {assessment[&#...] n11[print(f"\n📋 Tests Run: {assessment[...] n12[print(f"🔍 Findings: {assessment[&am...] n13[print('\n✅ Safe mode demo completed&&...] n14[print('⚠️ Remember: Never use this tool ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例 - 僅在安全模式下運行']
    n4[print('⚠️  Privilege Escalation Tester - ...]
    n5[print('=' * 60)]
    n6[escalator = PrivilegeEscalator(s...]
    n7[assessment = escalator.run_full_a...]
    n8[print(f"\n📊 Assessment ID: {assessment&...]
    n9[print(f"🔒 Safe Mode: {assessment[&a...]
    n10[print(f"💻 OS: {assessment[&&#35...]
    n11[print(f"\n📋 Tests Run: {assessment[...]
    n12[print(f"🔍 Findings: {assessment[&am...]
    n13[print('\n✅ Safe mode demo completed&&...]
    n14[print('⚠️  Remember: Never use this tool ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
624. function function postex privilege escalator Function run full assessment
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 執行完整的權限提升評估\n\n Returns:\n ...] n4[logger.info('privilege_escalation_assessm...] n5[assessment = {'assessment_id&#39...] n6[assessment['tests'].appen...] n7[assessment['tests'].appen...] n8[assessment['tests'].appen...] n9[assessment['tests'].appen...] n10[total_findings = sum((len(test.get(&&...] n11[assessment['summary'] = &...] n12[logger.info('privilege_escalation_assessm...] n13[return assessment] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        執行完整的權限提升評估\n\n        Returns:\n ...]
    n4[logger.info('privilege_escalation_assessm...]
    n5[assessment = {'assessment_id&#39...]
    n6[assessment['tests'].appen...]
    n7[assessment['tests'].appen...]
    n8[assessment['tests'].appen...]
    n9[assessment['tests'].appen...]
    n10[total_findings = sum((len(test.get(&&...]
    n11[assessment['summary'] = &...]
    n12[logger.info('privilege_escalation_assessm...]
    n13[return assessment]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
625. function function postex privilege escalator Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nPrivilege Escalator - 權限提升測試器 (僅供授權測試使...] n4[from datetime import datetime] n5[import hashlib] n6[import platform] n7[from typing import Any] n8[import structlog] n9[logger = structlog.get_logger...] n10[class AuthorizationError(...)] n11[class PrivilegeEscalator(...)] n12[def main(...)] n13{if __name__ == '__main__'} n14[main()] n15[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nPrivilege Escalator - 權限提升測試器 (僅供授權測試使...]
    n4[from datetime import datetime]
    n5[import hashlib]
    n6[import platform]
    n7[from typing import Any]
    n8[import structlog]
    n9[logger = structlog.get_logger...]
    n10[class AuthorizationError(...)]
    n11[class PrivilegeEscalator(...)]
    n12[def main(...)]
    n13{if __name__ == '__main__'}
    n14[main()]
    n15[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n2
626. function function postex schemas Function calculate risk score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算風險評分 (0.0-1.0)'] n4[score = 0.0] n5{if self.execution_successful} n6[score += 0.2] n7[] n8{if self.privileges_escalated} n9[score += 0.25] n10[] n11{if self.lateral_movement_achieved} n12[score += 0.2] n13[] n14{if self.persistence_established} n15[score += 0.15] n16[] n17{if self.data_exfiltrated} n18[score += 0.3] n19[] n20{if self.detection_evaded} n21[score += 0.1] n22[] n23[severity_multiplier = {ThreatLevel.LOW: 0....] n24[return min(score * severity_multiplie...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算風險評分 (0.0-1.0)']
    n4[score = 0.0]
    n5{if self.execution_successful}
    n6[score += 0.2]
    n7[]
    n8{if self.privileges_escalated}
    n9[score += 0.25]
    n10[]
    n11{if self.lateral_movement_achieved}
    n12[score += 0.2]
    n13[]
    n14{if self.persistence_established}
    n15[score += 0.15]
    n16[]
    n17{if self.data_exfiltrated}
    n18[score += 0.3]
    n19[]
    n20{if self.detection_evaded}
    n21[score += 0.1]
    n22[]
    n23[severity_multiplier = {ThreatLevel.LOW: 0....]
    n24[return min(score * severity_multiplie...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
627. function function postex schemas Function get mitre techniques
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取涉及的 MITRE ATT&CK 技術'] n4[techniques = [self.test_vector.te...] n5{if self.privileges_escalated} n6[techniques.extend(['T1055&#39...] n7[] n8{if self.lateral_movement_achieved} n9[techniques.extend(['T1021&#39...] n10[] n11{if self.persistence_established} n12[techniques.extend(['T1053&#39...] n13[] n14{if self.data_exfiltrated} n15[techniques.extend(['T1041&#39...] n16[] n17[return list(set(techniques))] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取涉及的 MITRE ATT&CK 技術']
    n4[techniques = [self.test_vector.te...]
    n5{if self.privileges_escalated}
    n6[techniques.extend(['T1055&#39...]
    n7[]
    n8{if self.lateral_movement_achieved}
    n9[techniques.extend(['T1021&#39...]
    n10[]
    n11{if self.persistence_established}
    n12[techniques.extend(['T1053&#39...]
    n13[]
    n14{if self.data_exfiltrated}
    n15[techniques.extend(['T1041&#39...]
    n16[]
    n17[return list(set(techniques))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n2
628. function function postex schemas Function get stealth score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取隱蔽性評分 (0.0-1.0, 1.0 = 完全隱蔽)&&#...] n4{if self.tests_executed == 0} n5[return 0.0] n6[] n7[evasion_rate = self.detection_evasi...] n8[artifacts_per_test = self.artifacts_left ...] n9[stealth_score = evasion_rate * (1.0 ...] n10[return stealth_score] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取隱蔽性評分 (0.0-1.0, 1.0 = 完全隱蔽)&&#...]
    n4{if self.tests_executed == 0}
    n5[return 0.0]
    n6[]
    n7[evasion_rate = self.detection_evasi...]
    n8[artifacts_per_test = self.artifacts_left ...]
    n9[stealth_score = evasion_rate * (1.0 ...]
    n10[return stealth_score]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
629. function function postex schemas Function get success rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取成功率'] n4{if self.tests_executed == 0} n5[return 0.0] n6[] n7[return self.successful_executions / s...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取成功率']
    n4{if self.tests_executed == 0}
    n5[return 0.0]
    n6[]
    n7[return self.successful_executions / s...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
630. function function postex schemas Function record test result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄測試結果'] n4[self.tests_executed += 1] n5{if result.execution_successful} n6[self.successful_executions += 1] n7[] n8{if result.privileges_escalated} n9[self.privilege_escalations += 1] n10[] n11{if result.lateral_movement_ach...} n12[self.lateral_movements += 1] n13[] n14{if result.persistence_established} n15[self.persistence_attempts += 1] n16[] n17{if result.data_exfiltrated} n18[self.data_exfiltrations += 1] n19[] n20{if result.detection_evaded} n21[self.detection_evasions += 1] n22[] n23[technique_id = result.test_vector.t...] n24[self.techniques_used[technique_id] = self.techniq...] n25[tactic = result.test_vector.t...] n26{if tactic not in self.tactics_...} n27[self.tactics_covered.append(tactic)] n28[] n29[self.artifacts_left += len(result.artifacts_create...] n30{if self.tests_executed == 1} n31[self.average_execution_time_ms = result.execution_tim...] n32[self.average_execution_time_ms = (self.average_execut...] n33[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n28 n28 --> n29 n29 --> n30 n30 -->|Yes| n31 n30 -->|No| n32 n31 --> n33 n32 --> n33 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄測試結果']
    n4[self.tests_executed += 1]
    n5{if result.execution_successful}
    n6[self.successful_executions += 1]
    n7[]
    n8{if result.privileges_escalated}
    n9[self.privilege_escalations += 1]
    n10[]
    n11{if result.lateral_movement_ach...}
    n12[self.lateral_movements += 1]
    n13[]
    n14{if result.persistence_established}
    n15[self.persistence_attempts += 1]
    n16[]
    n17{if result.data_exfiltrated}
    n18[self.data_exfiltrations += 1]
    n19[]
    n20{if result.detection_evaded}
    n21[self.detection_evasions += 1]
    n22[]
    n23[technique_id = result.test_vector.t...]
    n24[self.techniques_used[technique_id] = self.techniq...]
    n25[tactic = result.test_vector.t...]
    n26{if tactic not in self.tactics_...}
    n27[self.tactics_covered.append(tactic)]
    n28[]
    n29[self.artifacts_left += len(result.artifacts_create...]
    n30{if self.tests_executed == 1}
    n31[self.average_execution_time_ms = result.execution_tim...]
    n32[self.average_execution_time_ms = (self.average_execut...]
    n33[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 -->|Yes| n31
    n30 -->|No| n32
    n31 --> n33
    n32 --> n33
    n33 --> n2
631. function function postex schemas Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式'] n4[details = super().to_details(f...] n5[details.update({'tests_executed&...] n6[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式']
    n4[details = super().to_details(f...]
    n5[details.update({'tests_executed&...]
    n6[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
632. function function postex schemas Function validate os type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證作業系統類型'] n4[allowed = {'windows', &&...] n5{if v.lower() not in allowed} n6[raise ValueError(f'Invalid OS type: {...] n7[] n8[return v.lower()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證作業系統類型']
    n4[allowed = {'windows', &&...]
    n5{if v.lower() not in allowed}
    n6[raise ValueError(f'Invalid OS type: &#123...]
    n7[]
    n8[return v.lower()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
633. function function postex schemas Function validate tactic
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 MITRE ATT&CK 戰術名稱'] n4[allowed_tactics = {'Initial Access&&...] n5{if v not in allowed_tactics} n6[raise ValueError(f'Invalid MITRE ATT&...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 MITRE ATT&CK 戰術名稱']
    n4[allowed_tactics = {'Initial Access&&...]
    n5{if v not in allowed_tactics}
    n6[raise ValueError(f'Invalid MITRE ATT&...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
634. function function postex schemas Function validate technique id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 MITRE ATT&CK 技術 ID 格式'] n4[import re] n5{if not re.match('^T\\d{4}(\...} n6[raise ValueError(f'Invalid MITRE ATT&...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 MITRE ATT&CK 技術 ID 格式']
    n4[import re]
    n5{if not re.match('^T\\d{4}(\...}
    n6[raise ValueError(f'Invalid MITRE ATT&...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
635. function function postex schemas Function validate test type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證測試類型'] n4[return v] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證測試類型']
    n4[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n2
636. function function postex schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nPostEx (Post-Exploitation) 模組專用數據合...] n4[from __future__ import annotations] n5[from datetime import UTC, datetime] n6[from typing import Any] n7[from pydantic import BaseModel, Field, field_valid...] n8[from services.aiva_common.enums import PostExTestT...] n9[from services.aiva_common.schemas import FindingPa...] n10[class PostExTestVector(...)] n11[class PostExDetectionResult(...)] n12[class SystemFingerprint(...)] n13[class PostExTelemetry(...)] n14[class TaskExecutionResult(...)] n15[__all__ = ['PostExTestVector'...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nPostEx (Post-Exploitation) 模組專用數據合...]
    n4[from __future__ import annotations]
    n5[from datetime import UTC, datetime]
    n6[from typing import Any]
    n7[from pydantic import BaseModel, Field, field_valid...]
    n8[from services.aiva_common.enums import PostExTestT...]
    n9[from services.aiva_common.schemas import FindingPa...]
    n10[class PostExTestVector(...)]
    n11[class PostExDetectionResult(...)]
    n12[class SystemFingerprint(...)]
    n13[class PostExTelemetry(...)]
    n14[class TaskExecutionResult(...)]
    n15[__all__ = ['PostExTestVector'...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
637. function function sqli init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
638. function function sqli aiva func sqli init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
639. function function sqli aiva func sqli backend db fingerprinter Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._db_patterns = {'MySQL'...] n4[self._version_patterns = {'MySQL&...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._db_patterns = {'MySQL'...]
    n4[self._version_patterns = {'MySQL&&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
640. function function sqli aiva func sqli backend db fingerprinter Function contains sql keywords
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測文本中的SQL關鍵字'] n4[sql_keywords = ['SELECT', &am...] n5[found_keywords = []] n6[text_upper = text.upper()] n7{for keyword in sql_keywords} n8{if keyword in text_upper} n9[found_keywords.append(keyword)] n10[] n11[] n12[return found_keywords] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測文本中的SQL關鍵字']
    n4[sql_keywords = ['SELECT', &am...]
    n5[found_keywords = []]
    n6[text_upper = text.upper()]
    n7{for keyword in sql_keywords}
    n8{if keyword in text_upper}
    n9[found_keywords.append(keyword)]
    n10[]
    n11[]
    n12[return found_keywords]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 --> n2
641. function function sqli aiva func sqli backend db fingerprinter Function extract error signatures
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取錯誤簽名'] n4[error_signatures = []] n5[error_patterns = ['syntax error&#...] n6{for pattern in error_patterns} n7[matches = re.findall(pattern, ...] n8[error_signatures.extend(matches)] n9[] n10[return list(set(error_signatures))] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n6 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取錯誤簽名']
    n4[error_signatures = []]
    n5[error_patterns = ['syntax error&#...]
    n6{for pattern in error_patterns}
    n7[matches = re.findall(pattern, ...]
    n8[error_signatures.extend(matches)]
    n9[]
    n10[return list(set(error_signatures))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n6
    n9 --> n10
    n10 --> n2
642. function function sqli aiva func sqli backend db fingerprinter Function extract version
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取資料庫版本資訊'] n4[version_patterns = self._version_patter...] n5{for pattern in version_patterns} n6[match = re.search(pattern, t...] n7{if match} n8[version = match.group(1)] n9[logger.info(f'Version extracted for {...] n10[return version] n11[] n12[] n13[return None] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取資料庫版本資訊']
    n4[version_patterns = self._version_patter...]
    n5{for pattern in version_patterns}
    n6[match = re.search(pattern, t...]
    n7{if match}
    n8[version = match.group(1)]
    n9[logger.info(f'Version extracted for &#123...]
    n10[return version]
    n11[]
    n12[]
    n13[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
643. function function sqli aiva func sqli backend db fingerprinter Function add custom pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加自定義資料庫識別模式\n\n Args:\n ...] n4{if db_name not in self._db_pat...} n5[self._db_patterns[db_name] = []] n6[] n7[self._db_patterns[db_name].append(pattern)] n8[logger.info(f'Added custom pattern for &#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加自定義資料庫識別模式\n\n        Args:\n   ...]
    n4{if db_name not in self._db_pat...}
    n5[self._db_patterns[db_name] = []]
    n6[]
    n7[self._db_patterns[db_name].append(pattern)]
    n8[logger.info(f'Added custom pattern for &#...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
644. function function sqli aiva func sqli backend db fingerprinter Function add custom version pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加自定義版本提取模式\n\n Args:\n ...] n4{if db_name not in self._versio...} n5[self._version_patterns[db_name] = []] n6[] n7[self._version_patterns[db_name].append(patter...] n8[logger.info(f'Added custom version patter...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加自定義版本提取模式\n\n        Args:\n    ...]
    n4{if db_name not in self._versio...}
    n5[self._version_patterns[db_name] = []]
    n6[]
    n7[self._version_patterns[db_name].append(patter...]
    n8[logger.info(f'Added custom version patter...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
645. function function sqli aiva func sqli backend db fingerprinter Function analyze response characteristics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析回應特徵以輔助指紋識別\n\n Args:\n ...] n4[characteristics = {'status_code&#...] n5[return characteristics] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析回應特徵以輔助指紋識別\n\n        Args:\n  ...]
    n4[characteristics = {'status_code&&#35...]
    n5[return characteristics]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
646. function function sqli aiva func sqli backend db fingerprinter Function fingerprint
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 從HTTP回應中識別資料庫類型和版本\n\n Args...] n4{if response is None} n5[return None] n6[] n7[text_sources = [response.text or '&&#...] n8[combined_text = ' '.join(text...] n9{for (db_name, patterns) in self._db_patterns...} n10{for pattern in patterns} n11{if re.search(pattern, combined...} n12[logger.info(f'Database fingerprint detect...] n13[version = self._extract_versio...] n14[return (db_name, version)] n15[] n16[] n17[] n18[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n17 n10 -->|Yes| n11 n10 -->|No| n16 n11 -->|Yes| n12 n11 -->|No| n15 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n10 n16 --> n9 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        從HTTP回應中識別資料庫類型和版本\n\n        Args...]
    n4{if response is None}
    n5[return None]
    n6[]
    n7[text_sources = [response.text or '&&#...]
    n8[combined_text = ' '.join(text...]
    n9{for (db_name, patterns) in self._db_patterns...}
    n10{for pattern in patterns}
    n11{if re.search(pattern, combined...}
    n12[logger.info(f'Database fingerprint detect...]
    n13[version = self._extract_versio...]
    n14[return (db_name, version)]
    n15[]
    n16[]
    n17[]
    n18[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n17
    n10 -->|Yes| n11
    n10 -->|No| n16
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n10
    n16 --> n9
    n17 --> n18
    n18 --> n2
647. function function sqli aiva func sqli backend db fingerprinter Function get supported databases
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取支援的資料庫類型列表'] n4[return list(self._db_patterns.keys())] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取支援的資料庫類型列表']
    n4[return list(self._db_patterns.keys())]
    n1 --> n3
    n3 --> n4
    n4 --> n2
648. function function sqli aiva func sqli backend db fingerprinter Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import re] n5[from typing import Any] n6[import httpx] n7[from services.aiva_common.utils import get_logger] n8[logger = get_logger(__name__)] n9[class BackendDbFingerprinter(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import re]
    n5[from typing import Any]
    n6[import httpx]
    n7[from services.aiva_common.utils import get_logger]
    n8[logger = get_logger(__name__)]
    n9[class BackendDbFingerprinter(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
649. function function sqli aiva func sqli config Function create aggressive config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建積極的檢測配置（用於專業測試）'] n4[return cls(engines={'error&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建積極的檢測配置（用於專業測試）']
    n4[return cls(engines={'error&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
650. function function sqli aiva func sqli config Function create safe config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建安全的預設配置（用於生產環境）'] n4[return cls(engines={'error&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建安全的預設配置（用於生產環境）']
    n4[return cls(engines={'error&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
651. function function sqli aiva func sqli config Function get enabled engines
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取得所有啟用的引擎列表'] n4[return [engine for engine, enabled in...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取得所有啟用的引擎列表']
    n4[return [engine for engine, enabled in...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
652. function function sqli aiva func sqli config Function is engine enabled
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查指定引擎是否啟用'] n4[return self.engines.get(engine_name, ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查指定引擎是否啟用']
    n4[return self.engines.get(engine_name, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
653. function function sqli aiva func sqli config Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典格式'] n4[return {'engines': self.engi...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典格式']
    n4[return {'engines': self.engi...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
654. function function sqli aiva func sqli config Function validate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['配置驗證'] n4{if self.timeout_seconds <= 0} n5[raise ValueError('timeout_seconds must be...] n6[] n7{if self.max_retries < 0} n8[raise ValueError('max_retries must be non...] n9[] n10{if self.concurrent_limit <= 0} n11[raise ValueError('concurrent_limit must b...] n12[] n13{if self.time_delay_threshold <= 0} n14[raise ValueError('time_delay_threshold mu...] n15[] n16{if not 0 <= self.boolean_diff_...} n17[raise ValueError('boolean_diff_threshold ...] n18[] n19{if not 0 <= self.min_confidenc...} n20[raise ValueError('min_confidence_score mu...] n21[] n22{if self.max_payload_length <= 0} n23[raise ValueError('max_payload_length must...] n24[] n25[valid_engines = {'error', &a...] n26{for engine in self.engines} n27{if engine not in valid_engines} n28[raise ValueError(f'Unknown engine: {...] n29[] n30[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n30 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n26 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['配置驗證']
    n4{if self.timeout_seconds <= 0}
    n5[raise ValueError('timeout_seconds must be...]
    n6[]
    n7{if self.max_retries < 0}
    n8[raise ValueError('max_retries must be non...]
    n9[]
    n10{if self.concurrent_limit <= 0}
    n11[raise ValueError('concurrent_limit must b...]
    n12[]
    n13{if self.time_delay_threshold <= 0}
    n14[raise ValueError('time_delay_threshold mu...]
    n15[]
    n16{if not 0 <= self.boolean_diff_...}
    n17[raise ValueError('boolean_diff_threshold ...]
    n18[]
    n19{if not 0 <= self.min_confidenc...}
    n20[raise ValueError('min_confidence_score mu...]
    n21[]
    n22{if self.max_payload_length <= 0}
    n23[raise ValueError('max_payload_length must...]
    n24[]
    n25[valid_engines = {'error', &a...]
    n26{for engine in self.engines}
    n27{if engine not in valid_engines}
    n28[raise ValueError(f'Unknown engine: {...]
    n29[]
    n30[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n30
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n26
    n30 --> n2
655. function function sqli aiva func sqli config Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 檢測配置管理\n統一的配置類別和驗證邏輯\n'] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[from typing import Any] n7[class SqliConfig(...)] n8[SqliEngineConfig = SqliConfig] n9[SqliDetectionConfig = SqliConfig] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 檢測配置管理\n統一的配置類別和驗證邏輯\n']
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[from typing import Any]
    n7[class SqliConfig(...)]
    n8[SqliEngineConfig = SqliConfig]
    n9[SqliDetectionConfig = SqliConfig]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
656. function function sqli aiva func sqli detection models Function str
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return f'[{self.engine_name} ...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return f'[{self.engine_name}&#9...]
    n1 --> n3
    n3 --> n2
657. function function sqli aiva func sqli detection models Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 檢測結果模型\n統一的檢測結果和錯誤模型，與實際引擎使用保持一致\n&am...] n4[from __future__ import annotations] n5[from dataclasses import dataclass] n6[from services.aiva_common.schemas import FindingEv...] n7[class DetectionResult(...)] n8[class DetectionError(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 檢測結果模型\n統一的檢測結果和錯誤模型，與實際引擎使用保持一致\n&am...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass]
    n6[from services.aiva_common.schemas import FindingEv...]
    n7[class DetectionResult(...)]
    n8[class DetectionError(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
658. function function sqli aiva func sqli engines init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQL注入檢測引擎模塊\n'] n4[from .boolean_detection_engine import BooleanDetec...] n5[from .error_detection_engine import ErrorDetection...] n6[from .oob_detection_engine import OOBDetectionEngi...] n7[from .time_detection_engine import TimeDetectionEn...] n8[from .union_detection_engine import UnionDetection...] n9[__all__ = ['ErrorDetectionEngi...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQL注入檢測引擎模塊\n']
    n4[from .boolean_detection_engine import BooleanDetec...]
    n5[from .error_detection_engine import ErrorDetection...]
    n6[from .oob_detection_engine import OOBDetectionEngi...]
    n7[from .time_detection_engine import TimeDetectionEn...]
    n8[from .union_detection_engine import UnionDetection...]
    n9[__all__ = ['ErrorDetectionEngi...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
659. function function sqli aiva func sqli engines boolean detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.boolean_payloads = [("'...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.boolean_payloads = [("'...]
    n1 --> n3
    n3 --> n2
660. function function sqli aiva func sqli engines boolean detection engine Function analyze boolean responses
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析布林回應以檢測SQL注入'] n4{if true_response.status_code !...} n5[return True] n6[] n7[true_len = len(true_response.te...] n8[false_len = len(false_response.t...] n9[baseline_len = len(baseline.text or...] n10{if abs(true_len - false_len) > 50} n11[return True] n12[] n13{if baseline_len > 0} n14[true_diff = abs(true_len - basel...] n15[false_diff = abs(false_len - base...] n16{if abs(true_diff - false_diff)...} n17[return True] n18[] n19[] n20[true_time = getattr(true_respons...] n21[false_time = getattr(false_respon...] n22{if true_time and false_time} n23[time_diff = abs(true_time.total_...] n24{if time_diff > 2.0} n25[return True] n26[] n27[] n28[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n19 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n27 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析布林回應以檢測SQL注入']
    n4{if true_response.status_code !...}
    n5[return True]
    n6[]
    n7[true_len = len(true_response.te...]
    n8[false_len = len(false_response.t...]
    n9[baseline_len = len(baseline.text or...]
    n10{if abs(true_len - false_len) > 50}
    n11[return True]
    n12[]
    n13{if baseline_len > 0}
    n14[true_diff = abs(true_len - basel...]
    n15[false_diff = abs(false_len - base...]
    n16{if abs(true_diff - false_diff)...}
    n17[return True]
    n18[]
    n19[]
    n20[true_time = getattr(true_respons...]
    n21[false_time = getattr(false_respon...]
    n22{if true_time and false_time}
    n23[time_diff = abs(true_time.total_...]
    n24{if time_diff > 2.0}
    n25[return True]
    n26[]
    n27[]
    n28[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n19
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n27
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n2
661. function function sqli aiva func sqli engines boolean detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[vulnerability = Vulnerability(name=V...] n7[evidence = FindingEvidence(payl...] n8[impact = FindingImpact(descri...] n9[recommendation = FindingRecommendatio...] n10[target = FindingTarget(url=st...] n11[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[vulnerability = Vulnerability(name=V...]
    n7[evidence = FindingEvidence(payl...]
    n8[impact = FindingImpact(descri...]
    n9[recommendation = FindingRecommendatio...]
    n10[target = FindingTarget(url=st...]
    n11[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
662. function function sqli aiva func sqli engines boolean detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n布林檢測引擎 - 基於布林邏輯的SQL注入檢測\n'] n4[from __future__ import annotations] n5[import asyncio] n6[from typing import cast] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[from services.aiva_common.utils import get_logger] n10[from ..detection_models import DetectionResult] n11[from ..payload_wrapper_encoder import PayloadWrapp...] n12[logger = get_logger(__name__)] n13[class BooleanDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n布林檢測引擎 - 基於布林邏輯的SQL注入檢測\n']
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from typing import cast]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[from services.aiva_common.utils import get_logger]
    n10[from ..detection_models import DetectionResult]
    n11[from ..payload_wrapper_encoder import PayloadWrapp...]
    n12[logger = get_logger(__name__)]
    n13[class BooleanDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
663. function function sqli aiva func sqli engines error detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.error_patterns = {'mysql&#3...] n4[self.error_payloads = ["'&qu...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.error_patterns = {'mysql&#3...]
    n4[self.error_payloads = ["'&qu...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
664. function function sqli aiva func sqli engines error detection engine Function analyze error response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析回應中的SQL錯誤'] n4{for (db_type, patterns) in self.error_patter...} n5{for pattern in patterns} n6{if re.search(pattern, response...} n7[return (db_type, True)] n8[] n9[] n10[] n11[return ('unknown', False)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n10 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n4 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析回應中的SQL錯誤']
    n4{for (db_type, patterns) in self.error_patter...}
    n5{for pattern in patterns}
    n6{if re.search(pattern, response...}
    n7[return (db_type, True)]
    n8[]
    n9[]
    n10[]
    n11[return ('unknown', False)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n10
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n4
    n10 --> n11
    n11 --> n2
665. function function sqli aiva func sqli engines error detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[vulnerability = Vulnerability(name=V...] n7[evidence = FindingEvidence(payl...] n8[impact = FindingImpact(descri...] n9[recommendation = FindingRecommendatio...] n10[target = FindingTarget(url=st...] n11[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[vulnerability = Vulnerability(name=V...]
    n7[evidence = FindingEvidence(payl...]
    n8[impact = FindingImpact(descri...]
    n9[recommendation = FindingRecommendatio...]
    n10[target = FindingTarget(url=st...]
    n11[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
666. function function sqli aiva func sqli engines error detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n錯誤檢測引擎 - 重構後的模組化版本\n'] n4[from __future__ import annotations] n5[import re] n6[import httpx] n7[from services.aiva_common.schemas import FunctionT...] n8[from services.aiva_common.utils import get_logger] n9[from ..detection_models import DetectionResult] n10[from ..payload_wrapper_encoder import PayloadWrapp...] n11[logger = get_logger(__name__)] n12[class ErrorDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n錯誤檢測引擎 - 重構後的模組化版本\n']
    n4[from __future__ import annotations]
    n5[import re]
    n6[import httpx]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[from services.aiva_common.utils import get_logger]
    n9[from ..detection_models import DetectionResult]
    n10[from ..payload_wrapper_encoder import PayloadWrapp...]
    n11[logger = get_logger(__name__)]
    n12[class ErrorDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
667. function function sqli aiva func sqli engines oob detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.oast_domain = oast_domain] n4[self.oob_payloads = {'mysql'...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.oast_domain = oast_domain]
    n4[self.oob_payloads = {'mysql'...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
668. function function sqli aiva func sqli engines oob detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[vulnerability = Vulnerability(name=V...] n7[evidence = FindingEvidence(requ...] n8[impact = FindingImpact(busine...] n9[recommendation = FindingRecommendatio...] n10[target = FindingTarget(url=st...] n11[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[vulnerability = Vulnerability(name=V...]
    n7[evidence = FindingEvidence(requ...]
    n8[impact = FindingImpact(busine...]
    n9[recommendation = FindingRecommendatio...]
    n10[target = FindingTarget(url=st...]
    n11[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
669. function function sqli aiva func sqli engines oob detection engine Function check oob response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查回應中的OOB指示器'] n4[response_text = response.text or ''] n5{if subdomain in response_text} n6[return True] n7[] n8[network_error_patterns = ['could not conn...] n9{for pattern in network_error_pat...} n10{if re.search(pattern, response...} n11[return True] n12[] n13[] n14[oob_error_patterns = ['xp_dirtree&...] n15{for pattern in oob_error_patterns} n16{if re.search(pattern, response...} n17[return True] n18[] n19[] n20[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n13 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n9 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n19 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n15 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查回應中的OOB指示器']
    n4[response_text = response.text or '']
    n5{if subdomain in response_text}
    n6[return True]
    n7[]
    n8[network_error_patterns = ['could not conn...]
    n9{for pattern in network_error_pat...}
    n10{if re.search(pattern, response...}
    n11[return True]
    n12[]
    n13[]
    n14[oob_error_patterns = ['xp_dirtree&&#3...]
    n15{for pattern in oob_error_patterns}
    n16{if re.search(pattern, response...}
    n17[return True]
    n18[]
    n19[]
    n20[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n13
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n9
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n19
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n15
    n19 --> n20
    n20 --> n2
670. function function sqli aiva func sqli engines oob detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nOut-of-Band (OOB) 檢測引擎 - 基於外帶通道的SQ...] n4[from __future__ import annotations] n5[import re] n6[import uuid] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[from services.aiva_common.utils import get_logger] n10[from ..detection_models import DetectionResult] n11[from ..payload_wrapper_encoder import PayloadWrapp...] n12[logger = get_logger(__name__)] n13[class OOBDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nOut-of-Band (OOB) 檢測引擎 - 基於外帶通道的SQ...]
    n4[from __future__ import annotations]
    n5[import re]
    n6[import uuid]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[from services.aiva_common.utils import get_logger]
    n10[from ..detection_models import DetectionResult]
    n11[from ..payload_wrapper_encoder import PayloadWrapp...]
    n12[logger = get_logger(__name__)]
    n13[class OOBDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
671. function function sqli aiva func sqli engines time detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.time_payloads = {'mysql&#39...] n4[self.delay_threshold = 3.0] n5[self.max_baseline_time = 2.0] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.time_payloads = {'mysql&#39...]
    n4[self.delay_threshold = 3.0]
    n5[self.max_baseline_time = 2.0]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
672. function function sqli aiva func sqli engines time detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[delay = payload_time - basel...] n7[confidence = min(0.9, delay / 5.0...] n8[vulnerability = Vulnerability(name=V...] n9[evidence = FindingEvidence(payl...] n10[impact = FindingImpact(descri...] n11[recommendation = FindingRecommendatio...] n12[target = FindingTarget(url=ta...] n13[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[delay = payload_time - basel...]
    n7[confidence = min(0.9, delay / 5.0...]
    n8[vulnerability = Vulnerability(name=V...]
    n9[evidence = FindingEvidence(payl...]
    n10[impact = FindingImpact(descri...]
    n11[recommendation = FindingRecommendatio...]
    n12[target = FindingTarget(url=ta...]
    n13[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
673. function function sqli aiva func sqli engines time detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n時間檢測引擎 - 基於時間延遲的SQL注入檢測\n'] n4[from __future__ import annotations] n5[import asyncio] n6[import time] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[from services.aiva_common.utils import get_logger] n10[from ..detection_models import DetectionResult] n11[from ..payload_wrapper_encoder import PayloadWrapp...] n12[logger = get_logger(__name__)] n13[class TimeDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n時間檢測引擎 - 基於時間延遲的SQL注入檢測\n']
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[import time]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[from services.aiva_common.utils import get_logger]
    n10[from ..detection_models import DetectionResult]
    n11[from ..payload_wrapper_encoder import PayloadWrapp...]
    n12[logger = get_logger(__name__)]
    n13[class TimeDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
674. function function sqli aiva func sqli engines union detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.union_payloads = ["' UNION ...] n4[self.union_indicators = ['mysql.*version&...] n5[self.column_count_errors = ['The used SEL...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.union_payloads = ["' UNION ...]
    n4[self.union_indicators = ['mysql.*version&...]
    n5[self.column_count_errors = ['The used SEL...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
675. function function sqli aiva func sqli engines union detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[confidence_map = {'union_success&...] n7[confidence_score = confidence_map.get(d...] n8[vulnerability = Vulnerability(name=V...] n9[evidence_desc = f"UNION payload '...] n10{if detection_type == 'union_su...} n11[evidence_desc += 'successfully executed and r...] n12{if detection_type == 'column_c...} n13[evidence_desc += 'triggered column count mism...] n14{if detection_type == 'content_...} n15[evidence_desc += 'caused significant content ...] n16[] n17[] n18[] n19[evidence = FindingEvidence(requ...] n20[impact = FindingImpact(busine...] n21[recommendation = FindingRecommendatio...] n22[target = FindingTarget(url=st...] n23[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n18 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n17 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[confidence_map = {'union_success&&#3...]
    n7[confidence_score = confidence_map.get(d...]
    n8[vulnerability = Vulnerability(name=V...]
    n9[evidence_desc = f"UNION payload '&#1...]
    n10{if detection_type == 'union_su...}
    n11[evidence_desc += 'successfully executed and r...]
    n12{if detection_type == 'column_c...}
    n13[evidence_desc += 'triggered column count mism...]
    n14{if detection_type == 'content_...}
    n15[evidence_desc += 'caused significant content ...]
    n16[]
    n17[]
    n18[]
    n19[evidence = FindingEvidence(requ...]
    n20[impact = FindingImpact(busine...]
    n21[recommendation = FindingRecommendatio...]
    n22[target = FindingTarget(url=st...]
    n23[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n18
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n17
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n2
676. function function sqli aiva func sqli engines union detection engine Function check column count error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查欄位數量錯誤（表示UNION語法有效）'] n4{for pattern in self.column_count...} n5{if re.search(pattern, content,...} n6[return True] n7[] n8[] n9[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n4 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查欄位數量錯誤（表示UNION語法有效）']
    n4{for pattern in self.column_count...}
    n5{if re.search(pattern, content,...}
    n6[return True]
    n7[]
    n8[]
    n9[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n4
    n8 --> n9
    n9 --> n2
677. function function sqli aiva func sqli engines union detection engine Function check content change
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查內容變化（可能表示UNION成功）'] n4[baseline_len = len(baseline)] n5[response_len = len(response)] n6{if baseline_len > 0} n7[length_diff = abs(response_len - b...] n8{if length_diff > 0.2} n9[return True] n10[] n11[] n12[baseline_numbers = set(re.findall('\\...] n13[response_numbers = set(re.findall('\\...] n14[new_numbers = response_numbers - b...] n15{if len(new_numbers) >= 2} n16[sorted_numbers = sorted([int(n) for n...] n17{if len(sorted_numbers) >= 2} n18{for i in range(len(sorted_...} n19{if sorted_numbers[i + 1] - sor...} n20[return True] n21[] n22[] n23[] n24[] n25[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n24 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n23 n18 -->|Yes| n19 n18 -->|No| n22 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n18 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查內容變化（可能表示UNION成功）']
    n4[baseline_len = len(baseline)]
    n5[response_len = len(response)]
    n6{if baseline_len > 0}
    n7[length_diff = abs(response_len - b...]
    n8{if length_diff > 0.2}
    n9[return True]
    n10[]
    n11[]
    n12[baseline_numbers = set(re.findall('\\...]
    n13[response_numbers = set(re.findall('\\...]
    n14[new_numbers = response_numbers - b...]
    n15{if len(new_numbers) >= 2}
    n16[sorted_numbers = sorted([int(n) for n...]
    n17{if len(sorted_numbers) >= 2}
    n18{for i in range(len(sorted_...}
    n19{if sorted_numbers[i + 1] - sor...}
    n20[return True]
    n21[]
    n22[]
    n23[]
    n24[]
    n25[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n24
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n23
    n18 -->|Yes| n19
    n18 -->|No| n22
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n18
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
678. function function sqli aiva func sqli engines union detection engine Function check union success
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查UNION查詢是否成功'] n4[content_lower = content.lower()] n5{for pattern in self.union_indica...} n6{if re.search(pattern, content_...} n7[return True] n8[] n9[] n10[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查UNION查詢是否成功']
    n4[content_lower = content.lower()]
    n5{for pattern in self.union_indica...}
    n6{if re.search(pattern, content_...}
    n7[return True]
    n8[]
    n9[]
    n10[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n2
679. function function sqli aiva func sqli engines union detection engine Function get detection type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['確定檢測類型'] n4{if union_success} n5[return 'union_success'] n6{if column_error} n7[return 'column_count_error'] n8{if content_change} n9[return 'content_change'] n10[return 'unknown'] n11[] n12[] n13[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n13 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['確定檢測類型']
    n4{if union_success}
    n5[return 'union_success']
    n6{if column_error}
    n7[return 'column_count_error']
    n8{if content_change}
    n9[return 'content_change']
    n10[return 'unknown']
    n11[]
    n12[]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n13
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
680. function function sqli aiva func sqli engines union detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n聯合檢測引擎 - 基於UNION查詢的SQL注入檢測\n'] n4[from __future__ import annotations] n5[import re] n6[import httpx] n7[from services.aiva_common.schemas import FunctionT...] n8[from services.aiva_common.utils import get_logger] n9[from ..detection_models import DetectionResult] n10[from ..payload_wrapper_encoder import PayloadWrapp...] n11[logger = get_logger(__name__)] n12[class UnionDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n聯合檢測引擎 - 基於UNION查詢的SQL注入檢測\n']
    n4[from __future__ import annotations]
    n5[import re]
    n6[import httpx]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[from services.aiva_common.utils import get_logger]
    n9[from ..detection_models import DetectionResult]
    n10[from ..payload_wrapper_encoder import PayloadWrapp...]
    n11[logger = get_logger(__name__)]
    n12[class UnionDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
681. function function sqli aiva func sqli exceptions Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.result_data = result_data] n4[super().__init__(f'Detection resu...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.result_data = result_data]
    n4[super().__init__(f'Detection resu...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
682. function function sqli aiva func sqli exceptions Function str
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[parts = [super(SqliError, se...] n4{if self.url} n5[parts.append(f'(URL: {self.url&#...] n6[] n7{if self.status_code} n8[parts.append(f'(Status: {self.st...] n9[] n10[return ' '.join(parts)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[parts = [super(SqliError, se...]
    n4{if self.url}
    n5[parts.append(f'(URL: {self.url&#...]
    n6[]
    n7{if self.status_code}
    n8[parts.append(f'(Status: {self.st...]
    n9[]
    n10[return ' '.join(parts)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
683. function function sqli aiva func sqli exceptions Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 檢測專用異常類別\n提供具體的錯誤類型和詳細的錯誤信息\n&...] n4[from __future__ import annotations] n5[class SqliError(...)] n6[class EngineExecutionError(...)] n7[class PayloadGenerationError(...)] n8[class ConfigurationError(...)] n9[class NetworkError(...)] n10[class TimeoutError(...)] n11[class ValidationError(...)] n12[class DetectionResultError(...)] n13[SqliDetectionError = SqliError] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 檢測專用異常類別\n提供具體的錯誤類型和詳細的錯誤信息\n&&#3...]
    n4[from __future__ import annotations]
    n5[class SqliError(...)]
    n6[class EngineExecutionError(...)]
    n7[class PayloadGenerationError(...)]
    n8[class ConfigurationError(...)]
    n9[class NetworkError(...)]
    n10[class TimeoutError(...)]
    n11[class ValidationError(...)]
    n12[class DetectionResultError(...)]
    n13[SqliDetectionError = SqliError]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
684. function function sqli aiva func sqli payload wrapper encoder Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._task = task] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._task = task]
    n1 --> n3
    n3 --> n2
685. function function sqli aiva func sqli payload wrapper encoder Function inject query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not parameter} n4[return url] n5[] n6[parts = list(urlparse(url))] n7[query_pairs = dict(parse_qsl(parts...] n8[query_pairs[parameter] = value] n9[parts[4] = urlencode(query_pair...] n10[return urlunparse(parts)] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not parameter}
    n4[return url]
    n5[]
    n6[parts = list(urlparse(url))]
    n7[query_pairs = dict(parse_qsl(parts...]
    n8[query_pairs[parameter] = value]
    n9[parts[4] = urlencode(query_pair...]
    n10[return urlunparse(parts)]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
686. function function sqli aiva func sqli payload wrapper encoder Function build request dump
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lines = [f'{self.method} {...] n4{if 'headers' in self.request_k...} n5{for (key, value) in self.request_kwar...} n6[lines.append(f'{key}: {val...] n7[] n8[] n9[body_parts = []] n10{if 'params' in self.request_kw...} n11[body_parts.append(f"params={self.reques...] n12[] n13{if 'data' in self.request_kwargs} n14[body_parts.append(f"data={self.request_...] n15[] n16{if 'json' in self.request_kwargs} n17[body_parts.append(f"json={self.request_...] n18[] n19{if 'content' in self.request_k...} n20[body_parts.append(f"content={self.reque...] n21[] n22{if body_parts} n23[lines.append('\n'.join(bo...] n24[] n25[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n5 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lines = [f'{self.method} {...]
    n4{if 'headers' in self.request_k...}
    n5{for (key, value) in self.request_kwar...}
    n6[lines.append(f'{key}: {val...]
    n7[]
    n8[]
    n9[body_parts = []]
    n10{if 'params' in self.request_kw...}
    n11[body_parts.append(f"params={self.reques...]
    n12[]
    n13{if 'data' in self.request_kwargs}
    n14[body_parts.append(f"data={self.request_...]
    n15[]
    n16{if 'json' in self.request_kwargs}
    n17[body_parts.append(f"json={self.request_...]
    n18[]
    n19{if 'content' in self.request_k...}
    n20[body_parts.append(f"content={self.reque...]
    n21[]
    n22{if body_parts}
    n23[lines.append('\n'.join(bo...]
    n24[]
    n25[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n5
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n2
687. function function sqli aiva func sqli payload wrapper encoder Function encode
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將 payload 編碼為目標請求格式'] n4[target = self._task.target] n5[method = target.method.upper(...] n6[headers = dict(target.headers)] n7[cookies = dict(target.cookies)] n8[location = (target.parameter_lo...] n9[parameter = target.parameter] n10[request_kwargs: dict[str, Any] = {&#...] n11{if location == 'query'} n12[base_params = dict(parse_qsl(urlpa...] n13{if parameter} n14[base_params[parameter] = payload] n15[] n16[request_kwargs['params'] ...] n17[url = str(target.url)] n18{if location == 'form' and meth...} n19[data = dict(target.form_dat...] n20{if parameter} n21[data[parameter] = payload] n22[] n23[request_kwargs['data'] = ...] n24[url = str(target.url)] n25{if location == 'json' and meth...} n26[json_payload = dict(target.json_dat...] n27{if parameter} n28[json_payload[parameter] = payload] n29[] n30[request_kwargs['json'] = ...] n31[request_kwargs.setdefault('headers&&#...] n32[url = str(target.url)] n33{if location == 'body'} n34[body = target.body or ''] n35[request_kwargs['content']...] n36[url = str(target.url)] n37[url = self._inject_query(s...] n38[] n39[] n40[] n41[] n42[request_kwargs = {k: v for k, v in re...] n43[return EncodedPayload(url=url, method...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n18 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n41 n18 -->|Yes| n19 n18 -->|No| n25 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n40 n25 -->|Yes| n26 n25 -->|No| n33 n26 --> n27 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n39 n33 -->|Yes| n34 n33 -->|No| n37 n34 --> n35 n35 --> n36 n36 --> n38 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將 payload 編碼為目標請求格式']
    n4[target = self._task.target]
    n5[method = target.method.upper(...]
    n6[headers = dict(target.headers)]
    n7[cookies = dict(target.cookies)]
    n8[location = (target.parameter_lo...]
    n9[parameter = target.parameter]
    n10[request_kwargs: dict[str, Any] = {&#...]
    n11{if location == 'query'}
    n12[base_params = dict(parse_qsl(urlpa...]
    n13{if parameter}
    n14[base_params[parameter] = payload]
    n15[]
    n16[request_kwargs['params'] ...]
    n17[url = str(target.url)]
    n18{if location == 'form' and meth...}
    n19[data = dict(target.form_dat...]
    n20{if parameter}
    n21[data[parameter] = payload]
    n22[]
    n23[request_kwargs['data'] = ...]
    n24[url = str(target.url)]
    n25{if location == 'json' and meth...}
    n26[json_payload = dict(target.json_dat...]
    n27{if parameter}
    n28[json_payload[parameter] = payload]
    n29[]
    n30[request_kwargs['json'] = ...]
    n31[request_kwargs.setdefault('headers&&#...]
    n32[url = str(target.url)]
    n33{if location == 'body'}
    n34[body = target.body or '']
    n35[request_kwargs['content']...]
    n36[url = str(target.url)]
    n37[url = self._inject_query(s...]
    n38[]
    n39[]
    n40[]
    n41[]
    n42[request_kwargs = {k: v for k, v in re...]
    n43[return EncodedPayload(url=url, method...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n18
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n41
    n18 -->|Yes| n19
    n18 -->|No| n25
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n40
    n25 -->|Yes| n26
    n25 -->|No| n33
    n26 --> n27
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n39
    n33 -->|Yes| n34
    n33 -->|No| n37
    n34 --> n35
    n35 --> n36
    n36 --> n38
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 --> n2
688. function function sqli aiva func sqli payload wrapper encoder Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from dataclasses import dataclass] n5[from typing import Any] n6[from urllib.parse import parse_qsl, urlencode, url...] n7[from services.aiva_common.schemas import FunctionT...] n8[class EncodedPayload(...)] n9[class PayloadWrapperEncoder(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from dataclasses import dataclass]
    n5[from typing import Any]
    n6[from urllib.parse import parse_qsl, urlencode, url...]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[class EncodedPayload(...)]
    n9[class PayloadWrapperEncoder(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
689. function function sqli aiva func sqli result binder publisher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._broker = broker] n4[self._worker_id = worker_id or f'sqli-...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._broker = broker]
    n4[self._worker_id = worker_id or f'sqli-...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
690. function function sqli aiva func sqli result binder publisher Function worker id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return self._worker_id] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return self._worker_id]
    n1 --> n3
    n3 --> n2
691. function function sqli aiva func sqli result binder publisher Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import json] n5[from typing import Any] n6[import uuid] n7[from services.aiva_common.enums import ModuleName,...] n8[from services.aiva_common.mq import AbstractBroker] n9[from services.aiva_common.schemas import AivaMessa...] n10[from services.aiva_common.utils import new_id] n11[class SqliResultBinderPublisher(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import json]
    n5[from typing import Any]
    n6[import uuid]
    n7[from services.aiva_common.enums import ModuleName,...]
    n8[from services.aiva_common.mq import AbstractBroker]
    n9[from services.aiva_common.schemas import AivaMessa...]
    n10[from services.aiva_common.utils import new_id]
    n11[class SqliResultBinderPublisher(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
692. function function sqli aiva func sqli schemas Function str
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['字符串表示'] n4[payload_preview = self.payload[:50] + ...] n5[return f'[{self.engine_name} ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['字符串表示']
    n4[payload_preview = self.payload[:50] + ...]
    n5[return f'[{self.engine_name}&#9...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
693. function function sqli aiva func sqli schemas Function build request dump
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建請求轉儲字符串 - 用於日誌和證據'] n4[lines = [f'{self.method} {...] n5{if 'headers' in self.request_k...} n6{for (key, value) in self.request_kwar...} n7[lines.append(f'{key}: {val...] n8[] n9[] n10[body_parts = []] n11{if 'params' in self.request_kw...} n12[body_parts.append(f"params={self.reques...] n13[] n14{if 'data' in self.request_kwargs} n15[body_parts.append(f"data={self.request_...] n16[] n17{if 'json' in self.request_kwargs} n18[body_parts.append(f"json={self.request_...] n19[] n20{if 'content' in self.request_k...} n21[body_parts.append(f"content={self.reque...] n22[] n23{if body_parts} n24[lines.append('\n'.join(bo...] n25[] n26[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建請求轉儲字符串 - 用於日誌和證據']
    n4[lines = [f'{self.method} {...]
    n5{if 'headers' in self.request_k...}
    n6{for (key, value) in self.request_kwar...}
    n7[lines.append(f'{key}: {val...]
    n8[]
    n9[]
    n10[body_parts = []]
    n11{if 'params' in self.request_kw...}
    n12[body_parts.append(f"params={self.reques...]
    n13[]
    n14{if 'data' in self.request_kwargs}
    n15[body_parts.append(f"data={self.request_...]
    n16[]
    n17{if 'json' in self.request_kwargs}
    n18[body_parts.append(f"json={self.request_...]
    n19[]
    n20{if 'content' in self.request_k...}
    n21[body_parts.append(f"content={self.reque...]
    n22[]
    n23{if body_parts}
    n24[lines.append('\n'.join(bo...]
    n25[]
    n26[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n26
    n26 --> n2
694. function function sqli aiva func sqli schemas Function record detection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄檢測結果'] n4[self.detections += 1] n5{if method == 'error'} n6[self.error_based_detections += 1] n7{if method == 'boolean'} n8[self.blind_detections += 1] n9{if method == 'time'} n10[self.time_based_detections += 1] n11{if method == 'union'} n12[self.union_based_detections += 1] n13{if method == 'oob'} n14[self.oob_detections += 1] n15[] n16[] n17[] n18[] n19[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n19 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n18 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n17 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄檢測結果']
    n4[self.detections += 1]
    n5{if method == 'error'}
    n6[self.error_based_detections += 1]
    n7{if method == 'boolean'}
    n8[self.blind_detections += 1]
    n9{if method == 'time'}
    n10[self.time_based_detections += 1]
    n11{if method == 'union'}
    n12[self.union_based_detections += 1]
    n13{if method == 'oob'}
    n14[self.oob_detections += 1]
    n15[]
    n16[]
    n17[]
    n18[]
    n19[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n19
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n18
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n17
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
695. function function sqli aiva func sqli schemas Function record engine execution
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄引擎執行'] n4{if engine_name not in self.eng...} n5[self.engines_run.append(engine_name)] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄引擎執行']
    n4{if engine_name not in self.eng...}
    n5[self.engines_run.append(engine_name)]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
696. function function sqli aiva func sqli schemas Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤訊息'] n4[self.errors.append(error_message)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤訊息']
    n4[self.errors.append(error_message)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
697. function function sqli aiva func sqli schemas Function record payload sent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄載荷發送'] n4[self.payloads_sent += 1] n5[self.attempts += 1] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄載荷發送']
    n4[self.payloads_sent += 1]
    n5[self.attempts += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
698. function function sqli aiva func sqli schemas Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式（覆蓋父類方法以添加 SQLi 特定信息）'] n4[details = super().to_details(f...] n5[details.update({'engines_run&...] n6[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式（覆蓋父類方法以添加 SQLi 特定信息）']
    n4[details = super().to_details(f...]
    n5[details.update({'engines_run&&#3...]
    n6[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
699. function function sqli aiva func sqli schemas Function validate detection method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證檢測方法'] n4[allowed = {'error', &...] n5{if v not in allowed} n6[raise ValueError(f'Invalid detection_meth...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證檢測方法']
    n4[allowed = {'error', &&#3...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid detection_meth...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
700. function function sqli aiva func sqli schemas Function validate method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 方法'] n4[allowed = {'GET', &#...] n5{if v.upper() not in allowed} n6[raise ValueError(f'Invalid HTTP method: &...] n7[] n8[return v.upper()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 方法']
    n4[allowed = {'GET', &#...]
    n5{if v.upper() not in allowed}
    n6[raise ValueError(f'Invalid HTTP method: &...]
    n7[]
    n8[return v.upper()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
701. function function sqli aiva func sqli schemas Function validate timeout
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證超時設置'] n4{if 'time_threshold_seconds' in...} n5[raise ValueError('timeout_seconds must be...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證超時設置']
    n4{if 'time_threshold_seconds' in...}
    n5[raise ValueError('timeout_seconds must be...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
702. function function sqli aiva func sqli schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 模組專用數據合約\n定義 SQLi 檢測相關的所有數據結構，基於 Pyda...] n4[from __future__ import annotations] n5[from typing import Any] n6[from pydantic import BaseModel, Field, field_valid...] n7[from services.aiva_common.schemas import FindingEv...] n8[class SqliDetectionResult(...)] n9[class SqliTelemetry(...)] n10[class SqliEngineConfig(...)] n11[class EncodedPayload(...)] n12[class SqliDetectionContext(...)] n13[class DetectionError(...)] n14[DetectionResult = SqliDetectionResult] n15[SqliExecutionTelemetry = SqliTelemetry] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 模組專用數據合約\n定義 SQLi 檢測相關的所有數據結構，基於 Pyda...]
    n4[from __future__ import annotations]
    n5[from typing import Any]
    n6[from pydantic import BaseModel, Field, field_valid...]
    n7[from services.aiva_common.schemas import FindingEv...]
    n8[class SqliDetectionResult(...)]
    n9[class SqliTelemetry(...)]
    n10[class SqliEngineConfig(...)]
    n11[class EncodedPayload(...)]
    n12[class SqliDetectionContext(...)]
    n13[class DetectionError(...)]
    n14[DetectionResult = SqliDetectionResult]
    n15[SqliExecutionTelemetry = SqliTelemetry]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
703. function function sqli aiva func sqli smart detection manager Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
704. function function sqli aiva func sqli task queue Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._queue: asyncio.Queue[QueuedTask | None]...] n4[self._closed = False] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._queue: asyncio.Queue[QueuedTask | None&#93...]
    n4[self._closed = False]
    n1 --> n3
    n3 --> n4
    n4 --> n2
705. function function sqli aiva func sqli task queue Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import asyncio] n5[from dataclasses import dataclass] n6[from services.aiva_common.schemas import FunctionT...] n7[class QueuedTask(...)] n8[class SqliTaskQueue(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import asyncio]
    n5[from dataclasses import dataclass]
    n6[from services.aiva_common.schemas import FunctionT...]
    n7[class QueuedTask(...)]
    n8[class SqliTaskQueue(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
706. function function sqli aiva func sqli telemetry Function add engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄引擎執行（向後兼容別名）'] n4[self.record_engine_execution(engine_name)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄引擎執行（向後兼容別名）']
    n4[self.record_engine_execution(engine_name)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
707. function function sqli aiva func sqli telemetry Function add error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤訊息（向後兼容別名）'] n4[self.record_error(error_message)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤訊息（向後兼容別名）']
    n4[self.record_error(error_message)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
708. function function sqli aiva func sqli telemetry Function record detection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄檢測結果'] n4[self.detections += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄檢測結果']
    n4[self.detections += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
709. function function sqli aiva func sqli telemetry Function record engine execution
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄引擎執行'] n4[self.engines_run.append(engine_name)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄引擎執行']
    n4[self.engines_run.append(engine_name)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
710. function function sqli aiva func sqli telemetry Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤訊息'] n4[self.errors.append(error_message)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤訊息']
    n4[self.errors.append(error_message)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
711. function function sqli aiva func sqli telemetry Function record payload sent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄載荷發送'] n4[self.payloads_sent += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄載荷發送']
    n4[self.payloads_sent += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
712. function function sqli aiva func sqli telemetry Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細的遙測報告格式'] n4[details: dict[str, object] = {'f...] n5{if self.engines_run} n6[details['engines'] = list...] n7[] n8{if self.errors} n9[details['errors'] = self....] n10[] n11[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細的遙測報告格式']
    n4[details: dict[str, object] = {'f...]
    n5{if self.engines_run}
    n6[details['engines'] = list...]
    n7[]
    n8{if self.errors}
    n9[details['errors'] = self....]
    n10[]
    n11[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
713. function function sqli aiva func sqli telemetry Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 執行遙測數據模型\n分離遙測邏輯以避免循環導入\n'] n4[from dataclasses import dataclass, field] n5[class SqliExecutionTelemetry(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 執行遙測數據模型\n分離遙測邏輯以避免循環導入\n']
    n4[from dataclasses import dataclass, field]
    n5[class SqliExecutionTelemetry(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
714. function function sqli aiva func sqli worker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.orchestrator = orchestrator or Sqli...] n4[self.publisher = publisher] n5[self.config = config or SqliEngine...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.orchestrator = orchestrator or Sqli...]
    n4[self.publisher = publisher]
    n5[self.config = config or SqliEngine...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
715. function function sqli aiva func sqli worker Function create config from strategy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據掃描策略動態創建引擎配置\n\n Args:\n ...] n4[strategy_upper = strategy.upper()] n5{if strategy_upper == 'FAST'} n6[return SqliEngineConfig(timeout_secon...] n7{if strategy_upper == 'NORMAL'} n8[return SqliEngineConfig(timeout_secon...] n9{if strategy_upper == 'DEEP'} n10[return SqliEngineConfig(timeout_secon...] n11{if strategy_upper == 'AGGRESSIVE'} n12[return SqliEngineConfig(timeout_secon...] n13[logger.warning(f"Unknown strategy &#...] n14[return SqliEngineConfig()] n15[] n16[] n17[] n18[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n18 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n17 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n16 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據掃描策略動態創建引擎配置\n\n        Args:\n ...]
    n4[strategy_upper = strategy.upper()]
    n5{if strategy_upper == 'FAST'}
    n6[return SqliEngineConfig(timeout_secon...]
    n7{if strategy_upper == 'NORMAL'}
    n8[return SqliEngineConfig(timeout_secon...]
    n9{if strategy_upper == 'DEEP'}
    n10[return SqliEngineConfig(timeout_secon...]
    n11{if strategy_upper == 'AGGRESSIVE'}
    n12[return SqliEngineConfig(timeout_secon...]
    n13[logger.warning(f"Unknown strategy &#...]
    n14[return SqliEngineConfig()]
    n15[]
    n16[]
    n17[]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n18
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n17
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n16
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
716. function function sqli aiva func sqli worker Function setup default engines
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置預設檢測引擎'] n4{if self.config.enable_error_de...} n5[self.register_engine('error',...] n6[] n7{if self.config.enable_boolean_...} n8[self.register_engine('boolean&#39...] n9[] n10{if self.config.enable_time_det...} n11[self.register_engine('time', ...] n12[] n13{if self.config.enable_union_de...} n14[self.register_engine('union',...] n15[] n16{if self.config.enable_oob_dete...} n17[self.register_engine('oob', O...] n18[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置預設檢測引擎']
    n4{if self.config.enable_error_de...}
    n5[self.register_engine('error',...]
    n6[]
    n7{if self.config.enable_boolean_...}
    n8[self.register_engine('boolean&#39...]
    n9[]
    n10{if self.config.enable_time_det...}
    n11[self.register_engine('time', ...]
    n12[]
    n13{if self.config.enable_union_de...}
    n14[self.register_engine('union',...]
    n15[]
    n16{if self.config.enable_oob_dete...}
    n17[self.register_engine('oob', O...]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n2
717. function function sqli aiva func sqli worker Function register engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊檢測引擎'] n4[self._engines[name] = engine] n5[logger.debug(f'Registered detection engin...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊檢測引擎']
    n4[self._engines[name] = engine]
    n5[logger.debug(f'Registered detection engin...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
718. function function sqli aiva func sqli worker Function unregister engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取消註冊檢測引擎'] n4{if name in self._engines} n5[del self._engines[name]] n6[logger.debug(f'Unregistered detection eng...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取消註冊檢測引擎']
    n4{if name in self._engines}
    n5[del self._engines[name]]
    n6[logger.debug(f'Unregistered detection eng...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
719. function function sqli aiva func sqli worker legacy Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.orchestrator = orchestrator or Sqli...] n4[self.publisher = publisher] n5[self.config = config or SqliEngine...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.orchestrator = orchestrator or Sqli...]
    n4[self.publisher = publisher]
    n5[self.config = config or SqliEngine...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
720. function function sqli aiva func sqli worker legacy Function setup default engines
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置預設檢測引擎'] n4{if self.config.enable_error_de...} n5[self.register_engine('error',...] n6[] n7{if self.config.enable_boolean_...} n8[self.register_engine('boolean&#39...] n9[] n10{if self.config.enable_time_det...} n11[self.register_engine('time', ...] n12[] n13{if self.config.enable_union_de...} n14[self.register_engine('union',...] n15[] n16{if self.config.enable_oob_dete...} n17[self.register_engine('oob', O...] n18[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置預設檢測引擎']
    n4{if self.config.enable_error_de...}
    n5[self.register_engine('error',...]
    n6[]
    n7{if self.config.enable_boolean_...}
    n8[self.register_engine('boolean&#39...]
    n9[]
    n10{if self.config.enable_time_det...}
    n11[self.register_engine('time', ...]
    n12[]
    n13{if self.config.enable_union_de...}
    n14[self.register_engine('union',...]
    n15[]
    n16{if self.config.enable_oob_dete...}
    n17[self.register_engine('oob', O...]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n2
721. function function sqli aiva func sqli worker legacy Function register engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊檢測引擎'] n4[self._engines[name] = engine] n5[logger.debug(f'Registered detection engin...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊檢測引擎']
    n4[self._engines[name] = engine]
    n5[logger.debug(f'Registered detection engin...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
722. function function sqli aiva func sqli worker legacy Function unregister engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取消註冊檢測引擎'] n4{if name in self._engines} n5[del self._engines[name]] n6[logger.debug(f'Unregistered detection eng...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取消註冊檢測引擎']
    n4{if name in self._engines}
    n5[del self._engines[name]]
    n6[logger.debug(f'Unregistered detection eng...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
723. function function sqli aiva func sqli worker legacy Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...] n4[from __future__ import annotations] n5[import asyncio] n6[from dataclasses import dataclass, field] n7[from typing import Protocol] n8[import httpx] n9[from services.aiva_common.enums import Topic] n10[from services.aiva_common.mq import get_broker] n11[from services.aiva_common.schemas import AivaMessa...] n12[from services.aiva_common.utils import get_logger,...] n13[from .detection_models import DetectionResult] n14[from .engines import BooleanDetectionEngine, Error...] n15[from .result_binder_publisher import SqliResultBin...] n16[from .task_queue import QueuedTask, SqliTaskQueue] n17[from .telemetry import SqliExecutionTelemetry] n18[logger = get_logger(__name__)] n19[DEFAULT_TIMEOUT_SECONDS = 20.0] n20[class DetectionEngineProtocol(...)] n21[class SqliEngineConfig(...)] n22[class SqliDetectionContext(...)] n23[class SqliDetectionOrchestrator(...)] n24[class SqliWorkerService(...)] n25[def run(...)] n26[def _consume_queue(...)] n27[def _execute_task(...)] n28[def process_task(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...]
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from dataclasses import dataclass, field]
    n7[from typing import Protocol]
    n8[import httpx]
    n9[from services.aiva_common.enums import Topic]
    n10[from services.aiva_common.mq import get_broker]
    n11[from services.aiva_common.schemas import AivaMessa...]
    n12[from services.aiva_common.utils import get_logger,...]
    n13[from .detection_models import DetectionResult]
    n14[from .engines import BooleanDetectionEngine, Error...]
    n15[from .result_binder_publisher import SqliResultBin...]
    n16[from .task_queue import QueuedTask, SqliTaskQueue]
    n17[from .telemetry import SqliExecutionTelemetry]
    n18[logger = get_logger(__name__)]
    n19[DEFAULT_TIMEOUT_SECONDS = 20.0]
    n20[class DetectionEngineProtocol(...)]
    n21[class SqliEngineConfig(...)]
    n22[class SqliDetectionContext(...)]
    n23[class SqliDetectionOrchestrator(...)]
    n24[class SqliWorkerService(...)]
    n25[def run(...)]
    n26[def _consume_queue(...)]
    n27[def _execute_task(...)]
    n28[def process_task(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n2
724. function function sqli aiva func sqli worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...] n4[from __future__ import annotations] n5[import asyncio] n6[from dataclasses import dataclass, field] n7[from typing import Protocol] n8[import httpx] n9[from services.aiva_common.enums import Topic] n10[from services.aiva_common.mq import get_broker] n11[from services.aiva_common.schemas import AivaMessa...] n12[from services.aiva_common.utils import get_logger,...] n13[from .detection_models import DetectionResult] n14[from .engines import BooleanDetectionEngine, Error...] n15[from .result_binder_publisher import SqliResultBin...] n16[from .task_queue import QueuedTask, SqliTaskQueue] n17[from .telemetry import SqliExecutionTelemetry] n18[logger = get_logger(__name__)] n19[DEFAULT_TIMEOUT_SECONDS = 20.0] n20[class DetectionEngineProtocol(...)] n21[class SqliEngineConfig(...)] n22[class SqliContext(...)] n23[class SqliOrchestrator(...)] n24[class SqliWorkerService(...)] n25[def run(...)] n26[def _consume_queue(...)] n27[def _execute_task(...)] n28[def process_task(...)] n29[SqliDetectionContext = SqliContext] n30[SqliDetectionOrchestrator = SqliOrchestrator] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...]
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from dataclasses import dataclass, field]
    n7[from typing import Protocol]
    n8[import httpx]
    n9[from services.aiva_common.enums import Topic]
    n10[from services.aiva_common.mq import get_broker]
    n11[from services.aiva_common.schemas import AivaMessa...]
    n12[from services.aiva_common.utils import get_logger,...]
    n13[from .detection_models import DetectionResult]
    n14[from .engines import BooleanDetectionEngine, Error...]
    n15[from .result_binder_publisher import SqliResultBin...]
    n16[from .task_queue import QueuedTask, SqliTaskQueue]
    n17[from .telemetry import SqliExecutionTelemetry]
    n18[logger = get_logger(__name__)]
    n19[DEFAULT_TIMEOUT_SECONDS = 20.0]
    n20[class DetectionEngineProtocol(...)]
    n21[class SqliEngineConfig(...)]
    n22[class SqliContext(...)]
    n23[class SqliOrchestrator(...)]
    n24[class SqliWorkerService(...)]
    n25[def run(...)]
    n26[def _consume_queue(...)]
    n27[def _execute_task(...)]
    n28[def process_task(...)]
    n29[SqliDetectionContext = SqliContext]
    n30[SqliDetectionOrchestrator = SqliOrchestrator]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n2
725. function function ssrf init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
726. function function ssrf aiva func ssrf init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
727. function function ssrf aiva func ssrf enhanced worker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化增強版 SSRF 工作器\n\n Args:\n...] n4[self.config = config or SSRFConfig...] n5[self.smart_detector = SmartSSRFDetector(se...] n6[logger.info('Enhanced SSRF Worker initial...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化增強版 SSRF 工作器\n\n        Args:\n...]
    n4[self.config = config or SSRFConfig...]
    n5[self.smart_detector = SmartSSRFDetector(se...]
    n6[logger.info('Enhanced SSRF Worker initial...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
728. function function ssrf aiva func ssrf enhanced worker Function convert to finding payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 轉換檢測結果為 FindingPayload 對象\n\n ...] n4[findings = []] n5{for finding_data in findings_data} n6[finding_payload = FindingPayload(findi...] n7[findings.append(finding_payload)] n8[] n9[return findings] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        轉換檢測結果為 FindingPayload 對象\n\n     ...]
    n4[findings = []]
    n5{for finding_data in findings_data}
    n6[finding_payload = FindingPayload(findi...]
    n7[findings.append(finding_payload)]
    n8[]
    n9[return findings]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
729. function function ssrf aiva func ssrf enhanced worker Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細信息字典'] n4[details: dict[str, Any] = {'atte...] n5{if self.errors} n6[details['errors'] = self....] n7[] n8[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細信息字典']
    n4[details: dict[str, Any] = {'atte...]
    n5{if self.errors}
    n6[details['errors'] = self....]
    n7[]
    n8[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
730. function function ssrf aiva func ssrf enhanced worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nEnhanced SSRF Worker - 增強版 SSRF 工作器\n整合智能檢...] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[from typing import Any] n7[import httpx] n8[from services.aiva_common.enums import Topic] n9[from services.aiva_common.mq import get_broker] n10[from services.aiva_common.schemas import AivaMessa...] n11[from services.aiva_common.utils import get_logger] n12[from services.function.common.detection_config imp...] n13[from services.function.common.worker_statistics im...] n14[from .internal_address_detector import InternalAdd...] n15[from .oast_dispatcher import OastDispatcher] n16[from .param_semantics_analyzer import ParamSemanti...] n17[from .result_publisher import SsrfResultPublisher] n18[from .smart_ssrf_detector import SmartSSRFDetector] n19[logger = get_logger(__name__)] n20[DEFAULT_TIMEOUT_SECONDS = 15.0] n21[class EnhancedSsrfTelemetry(...)] n22[class EnhancedTaskExecutionResult(...)] n23[class EnhancedSSRFWorker(...)] n24[def run(...)] n25[def process_task(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nEnhanced SSRF Worker - 增強版 SSRF 工作器\n整合智能檢...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[from typing import Any]
    n7[import httpx]
    n8[from services.aiva_common.enums import Topic]
    n9[from services.aiva_common.mq import get_broker]
    n10[from services.aiva_common.schemas import AivaMessa...]
    n11[from services.aiva_common.utils import get_logger]
    n12[from services.function.common.detection_config imp...]
    n13[from services.function.common.worker_statistics im...]
    n14[from .internal_address_detector import InternalAdd...]
    n15[from .oast_dispatcher import OastDispatcher]
    n16[from .param_semantics_analyzer import ParamSemanti...]
    n17[from .result_publisher import SsrfResultPublisher]
    n18[from .smart_ssrf_detector import SmartSSRFDetector]
    n19[logger = get_logger(__name__)]
    n20[DEFAULT_TIMEOUT_SECONDS = 15.0]
    n21[class EnhancedSsrfTelemetry(...)]
    n22[class EnhancedTaskExecutionResult(...)]
    n23[class EnhancedSSRFWorker(...)]
    n24[def run(...)]
    n25[def process_task(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
731. function function ssrf aiva func ssrf internal address detector Function assess risk level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[risk_score = 0] n4{if results.get('accessible_add...} n5[risk_score += len(results['accessible...] n6[] n7{if results.get('cloud_metadata...} n8[risk_score += len(results['cloud_meta...] n9[] n10{if results.get('internal_servi...} n11[risk_score += len(results['internal_s...] n12[] n13{if results.get('protocol_suppo...} n14[risk_score += len(results['protocol_s...] n15[] n16{if risk_score >= 10} n17[return 'critical'] n18{if risk_score >= 6} n19[return 'high'] n20{if risk_score >= 3} n21[return 'medium'] n22{if risk_score >= 1} n23[return 'low'] n24[return 'info'] n25[] n26[] n27[] n28[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n28 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n27 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n26 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n25 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[risk_score = 0]
    n4{if results.get('accessible_add...}
    n5[risk_score += len(results['accessible...]
    n6[]
    n7{if results.get('cloud_metadata...}
    n8[risk_score += len(results['cloud_meta...]
    n9[]
    n10{if results.get('internal_servi...}
    n11[risk_score += len(results['internal_s...]
    n12[]
    n13{if results.get('protocol_suppo...}
    n14[risk_score += len(results['protocol_s...]
    n15[]
    n16{if risk_score >= 10}
    n17[return 'critical']
    n18{if risk_score >= 6}
    n19[return 'high']
    n20{if risk_score >= 3}
    n21[return 'medium']
    n22{if risk_score >= 1}
    n23[return 'low']
    n24[return 'info']
    n25[]
    n26[]
    n27[]
    n28[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n28
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n27
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n26
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n25
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n2
732. function function ssrf aiva func ssrf internal address detector Function generate evidence
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[evidence: list[str] = []] n4{if results.get('accessible_add...} n5[count = len(results['accessi...] n6[evidence.append(f'Discovered {count&...] n7[] n8{if results.get('cloud_metadata...} n9[providers = {item['provider&#...] n10[evidence.append(f"Observed cloud metadata re...] n11[] n12{if results.get('internal_servi...} n13[services = [item['service_type&&#...] n14[evidence.append(f"Detected internal services...] n15[] n16{if results.get('protocol_suppo...} n17[protocols = results['protocol_su...] n18[evidence.append(f"Supported protocols: {...] n19[] n20[return evidence] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n19 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[evidence: list[str] = []]
    n4{if results.get('accessible_add...}
    n5[count = len(results['accessi...]
    n6[evidence.append(f'Discovered {count&...]
    n7[]
    n8{if results.get('cloud_metadata...}
    n9[providers = {item['provider&&#35...]
    n10[evidence.append(f"Observed cloud metadata re...]
    n11[]
    n12{if results.get('internal_servi...}
    n13[services = [item['service_type&&#...]
    n14[evidence.append(f"Detected internal services...]
    n15[]
    n16{if results.get('protocol_suppo...}
    n17[protocols = results['protocol_su...]
    n18[evidence.append(f"Supported protocols: &#123...]
    n19[]
    n20[return evidence]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n19
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
733. function function ssrf aiva func ssrf internal address detector Function identify service type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[service_map = {21: 'FTP', 22...] n4[return service_map.get(port, f'Unknow...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[service_map = {21: 'FTP', 22...]
    n4[return service_map.get(port, f'Unknow...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
734. function function ssrf aiva func ssrf internal address detector Function is metadata response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Verify if the response body contai...] n4{if not response} n5[return False] n6[] n7[metadata_indicators = {'aws'...] n8[indicators = metadata_indicators....] n9[response_lower = response.lower()] n10[return any((indicator.lower() in resp...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Verify if the response body contai...]
    n4{if not response}
    n5[return False]
    n6[]
    n7[metadata_indicators = {'aws'...]
    n8[indicators = metadata_indicators....]
    n9[response_lower = response.lower()]
    n10[return any((indicator.lower() in resp...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
735. function function ssrf aiva func ssrf internal address detector Function is protocol supported
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not response} n4[return False] n5[] n6[protocol_indicators = {'file://&#...] n7[indicators = protocol_indicators....] n8{if not indicators} n9[return True] n10[] n11[response_lower = response.lower()] n12[return any((indicator in response_low...] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not response}
    n4[return False]
    n5[]
    n6[protocol_indicators = {'file://&&#35...]
    n7[indicators = protocol_indicators....]
    n8{if not indicators}
    n9[return True]
    n10[]
    n11[response_lower = response.lower()]
    n12[return any((indicator in response_low...]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
736. function function ssrf aiva func ssrf internal address detector Function is service response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Verify if the response matches heu...] n4{if not response} n5[return False] n6[] n7[service_indicators = {21: ['ftp&...] n8[indicators = service_indicators.g...] n9[response_lower = response.lower()] n10[return any((indicator in response_low...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Verify if the response matches heu...]
    n4{if not response}
    n5[return False]
    n6[]
    n7[service_indicators = {21: ['ftp&...]
    n8[indicators = service_indicators.g...]
    n9[response_lower = response.lower()]
    n10[return any((indicator in response_low...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
737. function function ssrf aiva func ssrf internal address detector Function is successful response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n Determine whether the supplied res...] n4{if not response} n5[return False] n6[] n7[success_indicators = ['<html&&...] n8[response_lower = response.lower()] n9[return any((indicator in response_low...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        Determine whether the supplied res...]
    n4{if not response}
    n5[return False]
    n6[]
    n7[success_indicators = ['<html&&...]
    n8[response_lower = response.lower()]
    n9[return any((indicator in response_low...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
738. function function ssrf aiva func ssrf internal address detector Function test internal services
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Probe common internal service ports using th...] n4[detected_services: list[dict[str, Any]] =...] n5[test_host = '127.0.0.1'] n6{for port in self._internal_se...} n7[try] n8[test_url = f'http://{test_host}...] n9[response = test_function(url, p...] n10{if self._is_service_response(r...} n11[service_type = self._identify_servi...] n12[detected_services.append({'host&...] n13[logger.info(f'Internal service detected: ...] n14[] n15[] n16[except Exception] n17[logger.debug(f'Error testing port {p...] n18[continue] n19[] n20[return detected_services] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n19 n7 --> n8 n7 --> n16 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n6 n16 --> n17 n17 --> n18 n18 --> n15 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Probe common internal service ports using th...]
    n4[detected_services: list[dict[str, Any]] =...]
    n5[test_host = '127.0.0.1']
    n6{for port in self._internal_se...}
    n7[try]
    n8[test_url = f'http://{test_host}...]
    n9[response = test_function(url, p...]
    n10{if self._is_service_response(r...}
    n11[service_type = self._identify_servi...]
    n12[detected_services.append({'host&...]
    n13[logger.info(f'Internal service detected: ...]
    n14[]
    n15[]
    n16[except Exception]
    n17[logger.debug(f'Error testing port {p...]
    n18[continue]
    n19[]
    n20[return detected_services]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n19
    n7 --> n8
    n7 --> n16
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n6
    n16 --> n17
    n17 --> n18
    n18 --> n15
    n19 --> n20
    n20 --> n2
739. function function ssrf aiva func ssrf internal address detector Function test protocol support
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Check whether special protocol schemes are h...] n4[supported_protocols: list[str] = []] n5{for protocol in self._special_pro...} n6[try] n7[test_url = f'{protocol}127.0.0....] n8[response = test_function(url, p...] n9{if self._is_protocol_supported...} n10[supported_protocols.append(protocol.removesuffix(...] n11[logger.info(f'Protocol support detected: ...] n12[] n13[] n14[except Exception] n15[logger.debug(f'Error testing protocol ...] n16[continue] n17[] n18[return supported_protocols] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n17 n6 --> n7 n6 --> n14 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n5 n14 --> n15 n15 --> n16 n16 --> n13 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Check whether special protocol schemes are h...]
    n4[supported_protocols: list[str] = []]
    n5{for protocol in self._special_pro...}
    n6[try]
    n7[test_url = f'{protocol}127.0.0....]
    n8[response = test_function(url, p...]
    n9{if self._is_protocol_supported...}
    n10[supported_protocols.append(protocol.removesuffix(...]
    n11[logger.info(f'Protocol support detected: ...]
    n12[]
    n13[]
    n14[except Exception]
    n15[logger.debug(f'Error testing protocol &#1...]
    n16[continue]
    n17[]
    n18[return supported_protocols]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n17
    n6 --> n7
    n6 --> n14
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n5
    n14 --> n15
    n15 --> n16
    n16 --> n13
    n17 --> n18
    n18 --> n2
740. function function ssrf aiva func ssrf internal address detector Function analyze
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Analyze a probe response and return structur...] n4[text = response.text if isi...] n5[indicators: list[InternalIndicator] = []] n6[ips = set(re.findall('\\b(...] n7{for ip in ips} n8{if self.is_internal_address(ip)} n9[indicators.append(InternalIndicator(source=&&...] n10[] n11[] n12{for provider in ('aws', &...} n13{if self._is_metadata_response(...} n14[indicators.append(InternalIndicator(source=&&...] n15[] n16[] n17{for protocol in self._special_pro...} n18{if self._is_protocol_supported...} n19[indicators.append(InternalIndicator(source=&&...] n20[] n21[] n22{if '169.254.169.254' in text} n23[indicators.append(InternalIndicator(source=&&...] n24[] n25[matched = len(indicators) > 0] n26[return InternalAddressDetection(match...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n12 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n21 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n17 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Analyze a probe response and return structur...]
    n4[text = response.text if isi...]
    n5[indicators: list[InternalIndicator] = []]
    n6[ips = set(re.findall('\\b(...]
    n7{for ip in ips}
    n8{if self.is_internal_address(ip)}
    n9[indicators.append(InternalIndicator(source=&&...]
    n10[]
    n11[]
    n12{for provider in ('aws', &...}
    n13{if self._is_metadata_response(...}
    n14[indicators.append(InternalIndicator(source=&&...]
    n15[]
    n16[]
    n17{for protocol in self._special_pro...}
    n18{if self._is_protocol_supported...}
    n19[indicators.append(InternalIndicator(source=&&...]
    n20[]
    n21[]
    n22{if '169.254.169.254' in text}
    n23[indicators.append(InternalIndicator(source=&&...]
    n24[]
    n25[matched = len(indicators) > 0]
    n26[return InternalAddressDetection(match...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n12
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n21
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n17
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
741. function function ssrf aiva func ssrf internal address detector Function is internal address
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[try] n4[ip = ipaddress.ip_address...] n5{for range_str in self._internal_ra...} n6{if ip in ipaddress.ip_network(...} n7[return True] n8[] n9[] n10[] n11[except ValueError] n12[internal_domains = ['localhost&#3...] n13[return any((domain in address.lower()...] n14[return False] n1 --> n3 n3 --> n4 n3 --> n11 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n14 n11 --> n12 n12 --> n13 n13 --> n10 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[try]
    n4[ip = ipaddress.ip_address...]
    n5{for range_str in self._internal_ra...}
    n6{if ip in ipaddress.ip_network(...}
    n7[return True]
    n8[]
    n9[]
    n10[]
    n11[except ValueError]
    n12[internal_domains = ['localhost&#3...]
    n13[return any((domain in address.lower()...]
    n14[return False]
    n1 --> n3
    n3 --> n4
    n3 --> n11
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n14
    n11 --> n12
    n12 --> n13
    n13 --> n10
    n14 --> n2
742. function function ssrf aiva func ssrf internal address detector Function summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not self.indicators} n4[return 'No indicators collected'] n5[] n6[return '; '.join((f&&...] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not self.indicators}
    n4[return 'No indicators collected']
    n5[]
    n6[return '; '.join((f&&...]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
743. function function ssrf aiva func ssrf internal address detector Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from collections.abc import Callable] n5[from dataclasses import dataclass, field] n6[import ipaddress] n7[import re] n8[from typing import Any] n9[import httpx] n10[from services.aiva_common.utils import get_logger] n11[logger = get_logger(__name__)] n12[class InternalIndicator(...)] n13[class InternalAddressDetection(...)] n14[class InternalAddressDetector(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from collections.abc import Callable]
    n5[from dataclasses import dataclass, field]
    n6[import ipaddress]
    n7[import re]
    n8[from typing import Any]
    n9[import httpx]
    n10[from services.aiva_common.utils import get_logger]
    n11[logger = get_logger(__name__)]
    n12[class InternalIndicator(...)]
    n13[class InternalAddressDetection(...)]
    n14[class InternalAddressDetector(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
744. function function ssrf aiva func ssrf oast dispatcher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._base_url = (base_url or os.gete...] n4[self._client = client] n5[self._timeout = timeout] n6[self._tokens: dict[str, OastProbe] = {}] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._base_url = (base_url or os.gete...]
    n4[self._client = client]
    n5[self._timeout = timeout]
    n6[self._tokens: dict[str, OastProbe] = {}]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
745. function function ssrf aiva func ssrf oast dispatcher Function resolve token
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if token in self._tokens} n4[return self._tokens[token].token] n5[] n6[normalized = token.rstrip('/'...] n7{for probe in self._tokens.valu...} n8{if not isinstance(probe, OastP...} n9[continue] n10[] n11{if normalized.startswith(probe...} n12[return probe.token] n13[] n14[] n15[parts = normalized.split('/'...] n16[return parts[-1] if parts else token] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n14 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n7 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if token in self._tokens}
    n4[return self._tokens[token].token]
    n5[]
    n6[normalized = token.rstrip('/'...]
    n7{for probe in self._tokens.valu...}
    n8{if not isinstance(probe, OastP...}
    n9[continue]
    n10[]
    n11{if normalized.startswith(probe...}
    n12[return probe.token]
    n13[]
    n14[]
    n15[parts = normalized.split('/'...]
    n16[return parts[-1] if parts else token]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n14
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n7
    n14 --> n15
    n15 --> n16
    n16 --> n2
746. function function ssrf aiva func ssrf oast dispatcher Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from dataclasses import dataclass] n5[import json] n6[import os] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[class OastProbe(...)] n10[class OastEvent(...)] n11[class OastDispatcher(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from dataclasses import dataclass]
    n5[import json]
    n6[import os]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[class OastProbe(...)]
    n10[class OastEvent(...)]
    n11[class OastDispatcher(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
747. function function ssrf aiva func ssrf param semantics analyzer Function build payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[seen = set()] n4{for payload in task.custom_paylo...} n5[normalized = payload.strip()] n6{if normalized and normalized n...} n7[seen.add(normalized)] n8[yield normalized] n9[] n10[] n11{for payload in task.test_config....} n12[normalized = payload.strip()] n13{if normalized and normalized n...} n14[seen.add(normalized)] n15[yield normalized] n16[] n17[] n18{for payload in task.test_config....} n19[normalized = payload.strip()] n20{if normalized and normalized.l...} n21[continue] n22[] n23{if normalized and normalized n...} n24[seen.add(normalized)] n25[yield normalized] n26[] n27[] n28{for payload in self._DEFAULT_PAY...} n29{if payload not in seen} n30[seen.add(payload)] n31[yield payload] n32[] n33[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n10 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n4 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n17 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n16 n16 --> n11 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n27 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n26 n24 --> n25 n25 --> n26 n26 --> n18 n27 --> n28 n28 -->|Yes| n29 n28 -->|No| n33 n29 -->|Yes| n30 n29 -->|No| n32 n30 --> n31 n31 --> n32 n32 --> n28 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[seen = set()]
    n4{for payload in task.custom_paylo...}
    n5[normalized = payload.strip()]
    n6{if normalized and normalized n...}
    n7[seen.add(normalized)]
    n8[yield normalized]
    n9[]
    n10[]
    n11{for payload in task.test_config....}
    n12[normalized = payload.strip()]
    n13{if normalized and normalized n...}
    n14[seen.add(normalized)]
    n15[yield normalized]
    n16[]
    n17[]
    n18{for payload in task.test_config....}
    n19[normalized = payload.strip()]
    n20{if normalized and normalized.l...}
    n21[continue]
    n22[]
    n23{if normalized and normalized n...}
    n24[seen.add(normalized)]
    n25[yield normalized]
    n26[]
    n27[]
    n28{for payload in self._DEFAULT_PAY...}
    n29{if payload not in seen}
    n30[seen.add(payload)]
    n31[yield payload]
    n32[]
    n33[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n10
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n4
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n17
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n16
    n16 --> n11
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n27
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n26
    n24 --> n25
    n25 --> n26
    n26 --> n18
    n27 --> n28
    n28 -->|Yes| n29
    n28 -->|No| n33
    n29 -->|Yes| n30
    n29 -->|No| n32
    n30 --> n31
    n31 --> n32
    n32 --> n28
    n33 --> n2
748. function function ssrf aiva func ssrf param semantics analyzer Function should enable oast
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[token_set = set(tokens)] n4{if {'callback', &#39...} n5[return True] n6[] n7{if {'notify', 'p...} n8[return True] n9[] n10[payload_sources: list[str] = []] n11{if task.custom_payloads} n12[payload_sources.extend(task.custom_payloads)] n13[] n14[payload_sources.extend(task.test_config.custom_pay...] n15{if payload_sources} n16[return any((OAST_PLACEHOLDER in paylo...] n17[] n18[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[token_set = set(tokens)]
    n4{if {'callback', &#39...}
    n5[return True]
    n6[]
    n7{if {'notify', 'p...}
    n8[return True]
    n9[]
    n10[payload_sources: list[str] = []]
    n11{if task.custom_payloads}
    n12[payload_sources.extend(task.custom_payloads)]
    n13[]
    n14[payload_sources.extend(task.test_config.custom_pay...]
    n15{if payload_sources}
    n16[return any((OAST_PLACEHOLDER in paylo...]
    n17[]
    n18[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n2
749. function function ssrf aiva func ssrf param semantics analyzer Function tokenize
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not parameter} n4[return set()] n5[] n6[normalized = re.sub('([A-Z]&#...] n7[parts = re.split('[^a-z0-9]+...] n8[return {part for part in parts if par...] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not parameter}
    n4[return set()]
    n5[]
    n6[normalized = re.sub('([A-Z]&#...]
    n7[parts = re.split('[^a-z0-9]+...]
    n8[return {part for part in parts if par...]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
750. function function ssrf aiva func ssrf param semantics analyzer Function analyze
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[parameter = (task.target.paramet...] n4[location = (task.target.paramet...] n5[tokens = self._tokenize(param...] n6[plan = AnalysisPlan()] n7[payloads = list(self._build_pay...] n8[requires_redirect = bool(self._REDIRECT_...] n9[requires_file = bool(self._FILE_KEYW...] n10[requires_protocol = bool(self._PROTOCOL_...] n11{if not payloads} n12[payloads = list(self._DEFAULT_P...] n13[] n14{for payload in payloads} n15[plan.vectors.append(SsrfTestVector(payload=payloa...] n16[] n17{if requires_redirect} n18[plan.vectors.append(SsrfTestVector(payload=&&...] n19[] n20{if requires_file} n21{for payload in self._FILE_PAYLOADS} n22[plan.vectors.append(SsrfTestVector(payload=payloa...] n23[] n24[] n25{if requires_protocol} n26{for payload in self._PROTOCOL_PA...} n27[plan.vectors.append(SsrfTestVector(payload=payloa...] n28[] n29[] n30[requested = {p.strip().lower() f...] n31[headers = task.target.headers ...] n32[protocols_hdr = headers.get('X-SSRF-...] n33[selected_protocols: set[str] = set()] n34{if protocols_hdr} n35[selected_protocols = {p.strip().lower(&#...] n36{if {'cross', 'ad...} n37[selected_protocols = {'gopher&#3...] n38[] n39[] n40{for proto in selected_protocols} n41{for payload in self._CROSS_PROTO...} n42[plan.vectors.append(SsrfTestVector(payload=payloa...] n43[] n44[] n45{if self._should_enable_oast(to...} n46[plan.vectors.append(SsrfTestVector(payload=f&...] n47[] n48[return plan] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n14 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n24 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n21 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n29 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n26 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n34 n34 -->|Yes| n35 n34 -->|No| n36 n35 --> n39 n36 -->|Yes| n37 n36 -->|No| n38 n37 --> n38 n38 --> n39 n39 --> n40 n40 -->|Yes| n41 n40 -->|No| n44 n41 -->|Yes| n42 n41 -->|No| n43 n42 --> n41 n43 --> n40 n44 --> n45 n45 -->|Yes| n46 n45 -->|No| n47 n46 --> n47 n47 --> n48 n48 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[parameter = (task.target.paramet...]
    n4[location = (task.target.paramet...]
    n5[tokens = self._tokenize(param...]
    n6[plan = AnalysisPlan()]
    n7[payloads = list(self._build_pay...]
    n8[requires_redirect = bool(self._REDIRECT_...]
    n9[requires_file = bool(self._FILE_KEYW...]
    n10[requires_protocol = bool(self._PROTOCOL_...]
    n11{if not payloads}
    n12[payloads = list(self._DEFAULT_P...]
    n13[]
    n14{for payload in payloads}
    n15[plan.vectors.append(SsrfTestVector(payload=payloa...]
    n16[]
    n17{if requires_redirect}
    n18[plan.vectors.append(SsrfTestVector(payload=&&...]
    n19[]
    n20{if requires_file}
    n21{for payload in self._FILE_PAYLOADS}
    n22[plan.vectors.append(SsrfTestVector(payload=payloa...]
    n23[]
    n24[]
    n25{if requires_protocol}
    n26{for payload in self._PROTOCOL_PA...}
    n27[plan.vectors.append(SsrfTestVector(payload=payloa...]
    n28[]
    n29[]
    n30[requested = {p.strip().lower() f...]
    n31[headers = task.target.headers ...]
    n32[protocols_hdr = headers.get('X-SSRF-...]
    n33[selected_protocols: set[str] = set()]
    n34{if protocols_hdr}
    n35[selected_protocols = {p.strip().lower(&#...]
    n36{if {'cross', 'ad...}
    n37[selected_protocols = {'gopher&#3...]
    n38[]
    n39[]
    n40{for proto in selected_protocols}
    n41{for payload in self._CROSS_PROTO...}
    n42[plan.vectors.append(SsrfTestVector(payload=payloa...]
    n43[]
    n44[]
    n45{if self._should_enable_oast(to...}
    n46[plan.vectors.append(SsrfTestVector(payload=f&...]
    n47[]
    n48[return plan]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n14
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n24
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n21
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n29
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n26
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 -->|Yes| n35
    n34 -->|No| n36
    n35 --> n39
    n36 -->|Yes| n37
    n36 -->|No| n38
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 -->|Yes| n41
    n40 -->|No| n44
    n41 -->|Yes| n42
    n41 -->|No| n43
    n42 --> n41
    n43 --> n40
    n44 --> n45
    n45 -->|Yes| n46
    n45 -->|No| n47
    n46 --> n47
    n47 --> n48
    n48 --> n2
751. function function ssrf aiva func ssrf param semantics analyzer Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from collections.abc import Collection, Iterable] n5[from dataclasses import dataclass, field] n6[import re] n7[from services.aiva_common.schemas import FunctionT...] n8[OAST_PLACEHOLDER = '{oast}&#...] n9[class SsrfTestVector(...)] n10[class AnalysisPlan(...)] n11[class ParamSemanticsAnalyzer(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from collections.abc import Collection, Iterable]
    n5[from dataclasses import dataclass, field]
    n6[import re]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[OAST_PLACEHOLDER = '{oast}&&#35...]
    n9[class SsrfTestVector(...)]
    n10[class AnalysisPlan(...)]
    n11[class ParamSemanticsAnalyzer(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
752. function function ssrf aiva func ssrf result publisher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._broker = broker] n4[self._worker_id = worker_id or os.gete...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._broker = broker]
    n4[self._worker_id = worker_id or os.gete...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
753. function function ssrf aiva func ssrf result publisher Function worker id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return self._worker_id] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return self._worker_id]
    n1 --> n3
    n3 --> n2
754. function function ssrf aiva func ssrf result publisher Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import json] n5[import os] n6[from typing import Any] n7[from services.aiva_common.enums import ModuleName,...] n8[from services.aiva_common.mq import AbstractBroker] n9[from services.aiva_common.schemas import AivaMessa...] n10[from services.aiva_common.utils import new_id] n11[class SsrfResultPublisher(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import json]
    n5[import os]
    n6[from typing import Any]
    n7[from services.aiva_common.enums import ModuleName,...]
    n8[from services.aiva_common.mq import AbstractBroker]
    n9[from services.aiva_common.schemas import AivaMessa...]
    n10[from services.aiva_common.utils import new_id]
    n11[class SsrfResultPublisher(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
755. function function ssrf aiva func ssrf schemas Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[super().__init__(**data)] n4{if self.estimated_tests == 0} n5[self.estimated_tests = len(self.vectors)] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[super().__init__(**data)]
    n4{if self.estimated_tests == 0}
    n5[self.estimated_tests = len(self.vectors)]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
756. function function ssrf aiva func ssrf schemas Function record cloud metadata access
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄雲元數據訪問'] n4[self.cloud_metadata_access += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄雲元數據訪問']
    n4[self.cloud_metadata_access += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
757. function function ssrf aiva func ssrf schemas Function record dns lookup
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 DNS 查找'] n4[self.dns_lookups += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 DNS 查找']
    n4[self.dns_lookups += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
758. function function ssrf aiva func ssrf schemas Function record internal access
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄內部訪問'] n4[self.internal_access += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄內部訪問']
    n4[self.internal_access += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
759. function function ssrf aiva func ssrf schemas Function record oast callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 OAST 回調'] n4[self.oast_callbacks += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 OAST 回調']
    n4[self.oast_callbacks += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
760. function function ssrf aiva func ssrf schemas Function record protocol
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄測試的協議'] n4{if protocol not in self.protoc...} n5[self.protocols_tested.append(protocol)] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄測試的協議']
    n4{if protocol not in self.protoc...}
    n5[self.protocols_tested.append(protocol)]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
761. function function ssrf aiva func ssrf schemas Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式'] n4[details = super().to_details(f...] n5[details.update({'oast_callbacks&...] n6[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式']
    n4[details = super().to_details(f...]
    n5[details.update({'oast_callbacks&...]
    n6[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
762. function function ssrf aiva func ssrf schemas Function validate protocol
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證協議'] n4[allowed = {'http', &#...] n5{if v not in allowed} n6[raise ValueError(f'Invalid protocol: ...] n7[] n8[return v.lower()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證協議']
    n4[allowed = {'http', &&#35...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid protocol: &#12...]
    n7[]
    n8[return v.lower()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
763. function function ssrf aiva func ssrf schemas Function validate vector type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證向量類型'] n4[allowed = {'internal', &...] n5{if v not in allowed} n6[raise ValueError(f'Invalid vector_type: &...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證向量類型']
    n4[allowed = {'internal', &...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid vector_type: &...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
764. function function ssrf aiva func ssrf schemas Function validate vectors
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證測試向量'] n4{if not v} n5[raise ValueError('At least one test vecto...] n6[] n7{if len(v) > 1000} n8[raise ValueError('Too many test vectors &...] n9[] n10[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證測試向量']
    n4{if not v}
    n5[raise ValueError('At least one test vecto...]
    n6[]
    n7{if len(v) > 1000}
    n8[raise ValueError('Too many test vectors &...]
    n9[]
    n10[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
765. function function ssrf aiva func ssrf schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSSRF 模組專用數據合約\n定義 SSRF 檢測相關的所有數據結構，基於 Pyda...] n4[from __future__ import annotations] n5[from typing import Any] n6[from pydantic import BaseModel, Field, field_valid...] n7[from services.aiva_common.schemas import FindingPa...] n8[class SsrfTestVector(...)] n9[class AnalysisPlan(...)] n10[class SsrfTelemetry(...)] n11[class TaskExecutionResult(...)] n12[class InternalAddressDetectionResult(...)] n13[__all__ = ['SsrfTestVector', ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSSRF 模組專用數據合約\n定義 SSRF 檢測相關的所有數據結構，基於 Pyda...]
    n4[from __future__ import annotations]
    n5[from typing import Any]
    n6[from pydantic import BaseModel, Field, field_valid...]
    n7[from services.aiva_common.schemas import FindingPa...]
    n8[class SsrfTestVector(...)]
    n9[class AnalysisPlan(...)]
    n10[class SsrfTelemetry(...)]
    n11[class TaskExecutionResult(...)]
    n12[class InternalAddressDetectionResult(...)]
    n13[__all__ = ['SsrfTestVector', ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
766. function function ssrf aiva func ssrf smart ssrf detector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化智能 SSRF 檢測器\n\n Args:\n ...] n4[self.config = config or SSRFConfig...] n5[self.smart_manager = UnifiedSmartDetectio...] n6[logger.info('Smart SSRF Detector initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化智能 SSRF 檢測器\n\n        Args:\n ...]
    n4[self.config = config or SSRFConfig...]
    n5[self.smart_manager = UnifiedSmartDetectio...]
    n6[logger.info('Smart SSRF Detector initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
767. function function ssrf aiva func ssrf smart ssrf detector Function build internal finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建內部地址檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[from services.aiva_common.utils import new_id] n7[return {'finding_id': new_id...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建內部地址檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[from services.aiva_common.utils import new_id]
    n7[return {'finding_id': new_id...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
768. function function ssrf aiva func ssrf smart ssrf detector Function build oast finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建 OAST 檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[from services.aiva_common.utils import new_id] n7[callbacks_info = f'{len(events)&...] n8[return {'finding_id': new_id...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建 OAST 檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[from services.aiva_common.utils import new_id]
    n7[callbacks_info = f'{len(events)&...]
    n8[return {'finding_id': new_id...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
769. function function ssrf aiva func ssrf smart ssrf detector Function extract token
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從載荷中提取 token'] n4[return payload] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從載荷中提取 token']
    n4[return payload]
    n1 --> n3
    n3 --> n4
    n4 --> n2
770. function function ssrf aiva func ssrf smart ssrf detector Function prioritize vectors
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 優先級排序測試向量\n\n Args:\n ...] n4{if not self.config.cloud_metad...} n5[return vectors] n6[] n7[cloud_vectors = []] n8[other_vectors = []] n9{for vector in vectors} n10[payload = str(vector.payload)....] n11[is_cloud = any((endpoint in pay...] n12{if is_cloud} n13[cloud_vectors.append(vector)] n14[other_vectors.append(vector)] n15[] n16[] n17[logger.debug(f'Vector prioritization: ...] n18[return cloud_vectors + other_vectors] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n16 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n15 n14 --> n15 n15 --> n9 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        優先級排序測試向量\n\n        Args:\n      ...]
    n4{if not self.config.cloud_metad...}
    n5[return vectors]
    n6[]
    n7[cloud_vectors = []]
    n8[other_vectors = []]
    n9{for vector in vectors}
    n10[payload = str(vector.payload)....]
    n11[is_cloud = any((endpoint in pay...]
    n12{if is_cloud}
    n13[cloud_vectors.append(vector)]
    n14[other_vectors.append(vector)]
    n15[]
    n16[]
    n17[logger.debug(f'Vector prioritization: &#1...]
    n18[return cloud_vectors + other_vectors]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n16
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n15
    n14 --> n15
    n15 --> n9
    n16 --> n17
    n17 --> n18
    n18 --> n2
771. function function ssrf aiva func ssrf smart ssrf detector Function add error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加錯誤'] n4[self.errors.append(error)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加錯誤']
    n4[self.errors.append(error)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
772. function function ssrf aiva func ssrf smart ssrf detector Function add finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加發現的漏洞'] n4[self.findings.append(finding)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加發現的漏洞']
    n4[self.findings.append(finding)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
773. function function ssrf aiva func ssrf smart ssrf detector Function add oast callbacks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加 OAST 回調數量'] n4[self.oast_callbacks += count] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加 OAST 回調數量']
    n4[self.oast_callbacks += count]
    n1 --> n3
    n3 --> n4
    n4 --> n2
774. function function ssrf aiva func ssrf smart ssrf detector Function increment attempts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['增加嘗試次數'] n4[self.attempts += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['增加嘗試次數']
    n4[self.attempts += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
775. function function ssrf aiva func ssrf smart ssrf detector Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSmart SSRF Detector - 智能 SSRF 檢測器\n整合統一檢測管...] n4[from __future__ import annotations] n5[import asyncio] n6[from dataclasses import dataclass, field] n7[import time] n8[from typing import Any] n9[import httpx] n10[from services.aiva_common.schemas import FunctionT...] n11[from services.aiva_common.utils import get_logger] n12[from services.function.common.detection_config imp...] n13[from services.function.common.unified_smart_detect...] n14[from .internal_address_detector import InternalAdd...] n15[from .oast_dispatcher import OastDispatcher, OastE...] n16[from .param_semantics_analyzer import OAST_PLACEHO...] n17[logger = get_logger(__name__)] n18[class SSRFDetectionContext(...)] n19[class SmartSSRFDetector(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSmart SSRF Detector - 智能 SSRF 檢測器\n整合統一檢測管...]
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from dataclasses import dataclass, field]
    n7[import time]
    n8[from typing import Any]
    n9[import httpx]
    n10[from services.aiva_common.schemas import FunctionT...]
    n11[from services.aiva_common.utils import get_logger]
    n12[from services.function.common.detection_config imp...]
    n13[from services.function.common.unified_smart_detect...]
    n14[from .internal_address_detector import InternalAdd...]
    n15[from .oast_dispatcher import OastDispatcher, OastE...]
    n16[from .param_semantics_analyzer import OAST_PLACEHO...]
    n17[logger = get_logger(__name__)]
    n18[class SSRFDetectionContext(...)]
    n19[class SmartSSRFDetector(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
776. function function ssrf aiva func ssrf worker Function build internal finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[severity = _severity_from_summa...] n4[evidence = FindingEvidence(payl...] n5[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[severity = _severity_from_summa...]
    n4[evidence = FindingEvidence(payl...]
    n5[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
777. function function ssrf aiva func ssrf worker Function build oast finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[summary = '; '.join(filter...] n4[evidence = FindingEvidence(payl...] n5[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[summary = '; '.join(filter&#4...]
    n4[evidence = FindingEvidence(payl...]
    n5[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
778. function function ssrf aiva func ssrf worker Function extract token
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return payload.split('/')...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return payload.split('/')...]
    n1 --> n3
    n3 --> n2
779. function function ssrf aiva func ssrf worker Function format request
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if request is None} n4[return ''] n5[] n6[lines = [f'{request.method} ...] n7{for (key, value) in request.headers.i...} n8[lines.append(f'{key}: {val...] n9[] n10[body = request.content.deco...] n11{if body} n12[lines.append('')] n13[lines.append(body[:512])] n14[] n15[return '\n'.join(lines)] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n7 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if request is None}
    n4[return '']
    n5[]
    n6[lines = [f'{request.method} ...]
    n7{for (key, value) in request.headers.i...}
    n8[lines.append(f'{key}: {val...]
    n9[]
    n10[body = request.content.deco...]
    n11{if body}
    n12[lines.append('')]
    n13[lines.append(body[:512])]
    n14[]
    n15[return '\n'.join(lines)]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n7
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
780. function function ssrf aiva func ssrf worker Function format response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lines = [f'HTTP {response.st...] n4{for (key, value) in response.headers....} n5[lines.append(f'{key}: {val...] n6[] n7[snippet = response.text[:512]] n8{if snippet} n9[lines.append('')] n10[lines.append(snippet)] n11[] n12[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n4 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lines = [f'HTTP {response.st...]
    n4{for (key, value) in response.headers....}
    n5[lines.append(f'{key}: {val...]
    n6[]
    n7[snippet = response.text[:512]]
    n8{if snippet}
    n9[lines.append('')]
    n10[lines.append(snippet)]
    n11[]
    n12[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n4
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
781. function function ssrf aiva func ssrf worker Function safe elapsed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[try] n4[elapsed = response.elapsed] n5[] n6[except RuntimeError] n7[return None] n8{if not elapsed} n9[return None] n10[] n11[return elapsed.total_seconds()] n1 --> n3 n3 --> n4 n3 --> n6 n4 --> n5 n5 --> n8 n6 --> n7 n7 --> n5 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[try]
    n4[elapsed = response.elapsed]
    n5[]
    n6[except RuntimeError]
    n7[return None]
    n8{if not elapsed}
    n9[return None]
    n10[]
    n11[return elapsed.total_seconds()]
    n1 --> n3
    n3 --> n4
    n3 --> n6
    n4 --> n5
    n5 --> n8
    n6 --> n7
    n7 --> n5
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
782. function function ssrf aiva func ssrf worker Function severity from summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[keywords = ['169.254.169.254'...] n4{if any((keyword in summary for...} n5[return Severity.HIGH] n6[] n7[return Severity.MEDIUM] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[keywords = ['169.254.169.254'...]
    n4{if any((keyword in summary for...}
    n5[return Severity.HIGH]
    n6[]
    n7[return Severity.MEDIUM]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
783. function function ssrf aiva func ssrf worker Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[details: dict[str, Any] = {'atte...] n4{if self.errors} n5[details['errors'] = self....] n6[] n7[return details] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[details: dict[str, Any] = {'atte...]
    n4{if self.errors}
    n5[details['errors'] = self....]
    n6[]
    n7[return details]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
784. function function ssrf aiva func ssrf worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from dataclasses import dataclass, field] n5[import json] n6[from typing import Any, Protocol, runtime_checkabl...] n7[from urllib.parse import parse_qsl, urlparse, urlu...] n8[import httpx] n9[from services.aiva_common.enums import Confidence,...] n10[from services.aiva_common.mq import get_broker] n11[from services.aiva_common.schemas import AivaMessa...] n12[from services.aiva_common.utils import get_logger,...] n13[from .internal_address_detector import InternalAdd...] n14[from .oast_dispatcher import OastDispatcher, OastE...] n15[from .param_semantics_analyzer import OAST_PLACEHO...] n16[from .result_publisher import SsrfResultPublisher] n17[logger = get_logger(__name__)] n18[DEFAULT_TIMEOUT_SECONDS = 15.0] n19[class SsrfTelemetry(...)] n20[class TaskExecutionResult(...)] n21[def run(...)] n22[def _execute_task(...)] n23[def process_task(...)] n24[def _resolve_payload(...)] n25[def _issue_request(...)] n26[def _build_internal_finding(...)] n27[def _build_oast_finding(...)] n28[def _format_request(...)] n29[def _format_response(...)] n30[def _safe_elapsed(...)] n31[def _severity_from_summary(...)] n32[def _extract_token(...)] n33[class OastDispatcherLike(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from dataclasses import dataclass, field]
    n5[import json]
    n6[from typing import Any, Protocol, runtime_checkabl...]
    n7[from urllib.parse import parse_qsl, urlparse, urlu...]
    n8[import httpx]
    n9[from services.aiva_common.enums import Confidence,...]
    n10[from services.aiva_common.mq import get_broker]
    n11[from services.aiva_common.schemas import AivaMessa...]
    n12[from services.aiva_common.utils import get_logger,...]
    n13[from .internal_address_detector import InternalAdd...]
    n14[from .oast_dispatcher import OastDispatcher, OastE...]
    n15[from .param_semantics_analyzer import OAST_PLACEHO...]
    n16[from .result_publisher import SsrfResultPublisher]
    n17[logger = get_logger(__name__)]
    n18[DEFAULT_TIMEOUT_SECONDS = 15.0]
    n19[class SsrfTelemetry(...)]
    n20[class TaskExecutionResult(...)]
    n21[def run(...)]
    n22[def _execute_task(...)]
    n23[def process_task(...)]
    n24[def _resolve_payload(...)]
    n25[def _issue_request(...)]
    n26[def _build_internal_finding(...)]
    n27[def _build_oast_finding(...)]
    n28[def _format_request(...)]
    n29[def _format_response(...)]
    n30[def _safe_elapsed(...)]
    n31[def _severity_from_summary(...)]
    n32[def _extract_token(...)]
    n33[class OastDispatcherLike(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n2
785. function function xss init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
786. function function xss aiva func xss init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
787. function function xss aiva func xss blind xss listener validator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if store is None} n4[base_url = os.getenv('OAST_SERV...] n5[store = OastHttpCallbackStor...] n6[] n7[self._store = store] n8[self._token: str | None = None] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n6 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if store is None}
    n4[base_url = os.getenv('OAST_SERV...]
    n5[store = OastHttpCallbackStor...]
    n6[]
    n7[self._store = store]
    n8[self._token: str | None = None]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n6
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
788. function function xss aiva func xss blind xss listener validator Function resolve token
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if payload_identifier in self....} n4[return self._payload_tokens[payload_i...] n5[] n6[parsed = urlparse(payload_ide...] n7{if parsed.path} n8[token = parsed.path.rstrip('...] n9[self._payload_tokens[payload_identifier] = token] n10[return token] n11[] n12[return payload_identifier] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if payload_identifier in self....}
    n4[return self._payload_tokens[payload_i...]
    n5[]
    n6[parsed = urlparse(payload_ide...]
    n7{if parsed.path}
    n8[token = parsed.path.rstrip('...]
    n9[self._payload_tokens[payload_identifier] = token]
    n10[return token]
    n11[]
    n12[return payload_identifier]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
789. function function xss aiva func xss blind xss listener validator Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from collections.abc import Iterable] n5[from dataclasses import dataclass] n6[import json] n7[import os] n8[from typing import Any, Protocol, cast] n9[from urllib.parse import urlparse] n10[import httpx] n11[from services.aiva_common.schemas import FunctionT...] n12[from services.aiva_common.utils import new_id] n13[class BlindXssEvent(...)] n14[class BlindCallbackStore(...)] n15[class _NullBlindCallbackStore(...)] n16[class OastHttpCallbackStore(...)] n17[class BlindXssListenerValidator(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from collections.abc import Iterable]
    n5[from dataclasses import dataclass]
    n6[import json]
    n7[import os]
    n8[from typing import Any, Protocol, cast]
    n9[from urllib.parse import urlparse]
    n10[import httpx]
    n11[from services.aiva_common.schemas import FunctionT...]
    n12[from services.aiva_common.utils import new_id]
    n13[class BlindXssEvent(...)]
    n14[class BlindCallbackStore(...)]
    n15[class _NullBlindCallbackStore(...)]
    n16[class OastHttpCallbackStore(...)]
    n17[class BlindXssListenerValidator(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
790. function function xss aiva func xss dom xss detector Function analyze
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Return a DOM detection result when the paylo...] n4{if not payload or not document} n5[return None] n6[] n7[index = document.find(payloa...] n8{if index == -1} n9[return None] n10[] n11[window_start = max(0, index - 160)] n12[window_end = min(len(document), i...] n13[window = document[window_star...] n14[lower_window = window.lower()] n15{if '<script' in lower_wind...} n16[snippet = window.strip()] n17[return DomDetectionResult(payload=pay...] n18[] n19[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Return a DOM detection result when the paylo...]
    n4{if not payload or not document}
    n5[return None]
    n6[]
    n7[index = document.find(payloa...]
    n8{if index == -1}
    n9[return None]
    n10[]
    n11[window_start = max(0, index - 160)]
    n12[window_end = min(len(document), i...]
    n13[window = document[window_star...]
    n14[lower_window = window.lower()]
    n15{if '<script' in lower_wind...}
    n16[snippet = window.strip()]
    n17[return DomDetectionResult(payload=pay...]
    n18[]
    n19[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
791. function function xss aiva func xss dom xss detector Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from dataclasses import dataclass] n5[class DomDetectionResult(...)] n6[class DomXssDetector(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from dataclasses import dataclass]
    n5[class DomDetectionResult(...)]
    n6[class DomXssDetector(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
792. function function xss aiva func xss payload generator Function generate advanced payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Generate advanced XSS payloads for testing.&...] n4[return self.generate(payload_sets=['a...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Generate advanced XSS payloads for testing.&...]
    n4[return self.generate(payload_sets=['a...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
793. function function xss aiva func xss payload generator Function generate all payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Generate all available XSS payloads.&...] n4[return self.generate(payload_sets=['b...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Generate all available XSS payloads.&&#3...]
    n4[return self.generate(payload_sets=['b...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
794. function function xss aiva func xss payload generator Function generate basic payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Generate basic XSS payloads for testing.&...] n4[return self.generate(payload_sets=['b...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Generate basic XSS payloads for testing.&amp...]
    n4[return self.generate(payload_sets=['b...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
795. function function xss aiva func xss payload generator Function generate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Return a de-duplicated payload list preservi...] n4[ordered: OrderedDict[str, None] = OrderedDict(...] n5{for name in payload_sets or (...} n6{for payload in self._PAYLOAD_SET...} n7[ordered.setdefault(payload, None)] n8[] n9[] n10{for payload in custom_payloads o...} n11{if payload} n12[ordered.setdefault(payload, None)] n13[] n14[] n15{if blind_payload} n16[ordered.setdefault(blind_payload, None)] n17[] n18[return list(ordered.keys())] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n5 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n10 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Return a de-duplicated payload list preservi...]
    n4[ordered: OrderedDict[str, None] = OrderedDict&#40...]
    n5{for name in payload_sets or (...}
    n6{for payload in self._PAYLOAD_SET...}
    n7[ordered.setdefault(payload, None)]
    n8[]
    n9[]
    n10{for payload in custom_payloads o...}
    n11{if payload}
    n12[ordered.setdefault(payload, None)]
    n13[]
    n14[]
    n15{if blind_payload}
    n16[ordered.setdefault(blind_payload, None)]
    n17[]
    n18[return list(ordered.keys())]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n5
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n10
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n2
796. function function xss aiva func xss payload generator Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from collections import OrderedDict] n5[from collections.abc import Iterable, Sequence] n6[class XssPayloadGenerator(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from collections import OrderedDict]
    n5[from collections.abc import Iterable, Sequence]
    n6[class XssPayloadGenerator(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
797. function function xss aiva func xss result publisher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._broker = broker] n4[self._worker_id = worker_id or os.gete...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._broker = broker]
    n4[self._worker_id = worker_id or os.gete...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
798. function function xss aiva func xss result publisher Function worker id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return self._worker_id] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return self._worker_id]
    n1 --> n3
    n3 --> n2
799. function function xss aiva func xss result publisher Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import json] n5[import os] n6[from typing import Any] n7[from services.aiva_common.enums import ModuleName,...] n8[from services.aiva_common.mq import AbstractBroker] n9[from services.aiva_common.schemas import AivaMessa...] n10[from services.aiva_common.utils import new_id] n11[class XssResultPublisher(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import json]
    n5[import os]
    n6[from typing import Any]
    n7[from services.aiva_common.enums import ModuleName,...]
    n8[from services.aiva_common.mq import AbstractBroker]
    n9[from services.aiva_common.schemas import AivaMessa...]
    n10[from services.aiva_common.utils import new_id]
    n11[class XssResultPublisher(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
800. function function xss aiva func xss schemas Function record blind callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄盲 XSS 回調'] n4[self.blind_callbacks += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄盲 XSS 回調']
    n4[self.blind_callbacks += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
801. function function xss aiva func xss schemas Function record context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄測試的上下文'] n4{if context not in self.context...} n5[self.contexts_tested.append(context)] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄測試的上下文']
    n4{if context not in self.context...}
    n5[self.contexts_tested.append(context)]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
802. function function xss aiva func xss schemas Function record dom escalation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 DOM XSS 升級'] n4[self.dom_escalations += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 DOM XSS 升級']
    n4[self.dom_escalations += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
803. function function xss aiva func xss schemas Function record reflection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄反射發現'] n4[self.reflections += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄反射發現']
    n4[self.reflections += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
804. function function xss aiva func xss schemas Function record stored xss
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄存儲型 XSS'] n4[self.stored_xss_found += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄存儲型 XSS']
    n4[self.stored_xss_found += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
805. function function xss aiva func xss schemas Function to detail
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細字符串'] n4[prefix = f'[{self.vector}]&...] n5[return f'{prefix} {self.payloa...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細字符串']
    n4[prefix = f'[{self.vector}]&...]
    n5[return f'{prefix} {self.payloa...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
806. function function xss aiva func xss schemas Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式'] n4[details = super().to_details(f...] n5[details.update({'reflections&...] n6[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式']
    n4[details = super().to_details(f...]
    n5[details.update({'reflections&&#3...]
    n6[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
807. function function xss aiva func xss schemas Function validate method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 方法'] n4[allowed = {'GET', &#...] n5{if v.upper() not in allowed} n6[raise ValueError(f'Invalid HTTP method: &...] n7[] n8[return v.upper()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 方法']
    n4[allowed = {'GET', &#...]
    n5{if v.upper() not in allowed}
    n6[raise ValueError(f'Invalid HTTP method: &...]
    n7[]
    n8[return v.upper()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
808. function function xss aiva func xss schemas Function validate sink type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 sink 類型'] n4[allowed = {'innerHTML', &...] n5{if v not in allowed} n6[raise ValueError(f'Invalid sink_type: ...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 sink 類型']
    n4[allowed = {'innerHTML', &amp...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid sink_type: &#1...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
809. function function xss aiva func xss schemas Function validate source type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 source 類型'] n4[allowed = {'location.hash', ...] n5{if v not in allowed} n6[raise ValueError(f'Invalid source_type: &...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 source 類型']
    n4[allowed = {'location.hash', ...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid source_type: &...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
810. function function xss aiva func xss schemas Function validate status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 狀態碼'] n4{if not 100 <= v < 600} n5[raise ValueError(f'Invalid HTTP status co...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 狀態碼']
    n4{if not 100 <= v < 600}
    n5[raise ValueError(f'Invalid HTTP status co...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
811. function function xss aiva func xss schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nXSS 模組專用數據合約\n定義 XSS 檢測相關的所有數據結構，基於 Pydant...] n4[from __future__ import annotations] n5[from typing import Any] n6[from pydantic import BaseModel, Field, field_valid...] n7[from services.aiva_common.schemas import FindingPa...] n8[class XssDetectionResult(...)] n9[class XssTelemetry(...)] n10[class DomDetectionResult(...)] n11[class StoredXssResult(...)] n12[class XssExecutionError(...)] n13[class TaskExecutionResult(...)] n14[XssExecutionTelemetry = XssTelemetry] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nXSS 模組專用數據合約\n定義 XSS 檢測相關的所有數據結構，基於 Pydant...]
    n4[from __future__ import annotations]
    n5[from typing import Any]
    n6[from pydantic import BaseModel, Field, field_valid...]
    n7[from services.aiva_common.schemas import FindingPa...]
    n8[class XssDetectionResult(...)]
    n9[class XssTelemetry(...)]
    n10[class DomDetectionResult(...)]
    n11[class StoredXssResult(...)]
    n12[class XssExecutionError(...)]
    n13[class TaskExecutionResult(...)]
    n14[XssExecutionTelemetry = XssTelemetry]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
812. function function xss aiva func xss stored detector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._task = task] n4[self._timeout = timeout] n5[self._client = client] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._task = task]
    n4[self._timeout = timeout]
    n5[self._client = client]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
813. function function xss aiva func xss stored detector Function fallback view url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[parsed = urlparse(str(self._t...] n4[return urlunparse(parsed._replace(que...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[parsed = urlparse(str(self._t...]
    n4[return urlunparse(parsed._replace(que...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
814. function function xss aiva func xss stored detector Function inject query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not parameter} n4[return url] n5[] n6[parsed = urlparse(url)] n7[query_items: dict[str, str] = {}] n8{if parsed.query} n9{for pair in parsed.query.spli...} n10{if not pair} n11[continue] n12[] n13{if '=' in pair} n14[(key, val) = pair.split('=&&#...] n15[query_items[key] = val] n16[query_items[pair] = ''] n17[] n18[] n19[] n20[query_items[parameter] = value] n21[parts = list(parsed)] n22[from urllib.parse import urlencode] n23[parts[4] = urlencode(query_item...] n24[return urlunparse(parts)] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n19 n9 -->|Yes| n10 n9 -->|No| n18 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n17 n16 --> n17 n17 --> n9 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not parameter}
    n4[return url]
    n5[]
    n6[parsed = urlparse(url)]
    n7[query_items: dict[str, str] = {}]
    n8{if parsed.query}
    n9{for pair in parsed.query.spli...}
    n10{if not pair}
    n11[continue]
    n12[]
    n13{if '=' in pair}
    n14[(key, val) = pair.split('=&&#...]
    n15[query_items[key] = val]
    n16[query_items[pair] = '']
    n17[]
    n18[]
    n19[]
    n20[query_items[parameter] = value]
    n21[parts = list(parsed)]
    n22[from urllib.parse import urlencode]
    n23[parts[4] = urlencode(query_item...]
    n24[return urlunparse(parts)]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n19
    n9 -->|Yes| n10
    n9 -->|No| n18
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n17
    n16 --> n17
    n17 --> n9
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
815. function function xss aiva func xss stored detector Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from collections.abc import Iterable, Sequence] n5[from dataclasses import dataclass] n6[from urllib.parse import urlparse, urlunparse] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[class StoredXssResult(...)] n10[class StoredXssDetector(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from collections.abc import Iterable, Sequence]
    n5[from dataclasses import dataclass]
    n6[from urllib.parse import urlparse, urlunparse]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[class StoredXssResult(...)]
    n10[class StoredXssDetector(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
816. function function xss aiva func xss task queue Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._clock = clock or time.monoto...] n4[self._condition = asyncio.Condition()] n5[self._counter = itertools.count()] n6[self._heap: list[_QueueEntry] = []] n7[self._entries: dict[str, _QueueEntry] = {}] n8[self._closed = False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._clock = clock or time.monoto...]
    n4[self._condition = asyncio.Condition()]
    n5[self._counter = itertools.count()]
    n6[self._heap: list[_QueueEntry] = []]
    n7[self._entries: dict[str, _QueueEntry] = {}]
    n8[self._closed = False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
817. function function xss aiva func xss task queue Function len
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return sum((1 for entry in self._entr...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return sum((1 for entry in self._entr...]
    n1 --> n3
    n3 --> n2
818. function function xss aiva func xss task queue Function discard invalid locked
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{while self._heap and (not se...} n4[heapq.heappop(self._heap)] n5[] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n3 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{while self._heap and (not se...}
    n4[heapq.heappop(self._heap)]
    n5[]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n3
    n5 --> n2
819. function function xss aiva func xss task queue Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import asyncio] n5[from collections.abc import Callable] n6[from contextlib import suppress] n7[from dataclasses import dataclass, field] n8[import heapq] n9[import itertools] n10[import time] n11[from services.aiva_common.schemas import FunctionT...] n12[class QueuedTask(...)] n13[class _QueueEntry(...)] n14[class XssTaskQueue(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import asyncio]
    n5[from collections.abc import Callable]
    n6[from contextlib import suppress]
    n7[from dataclasses import dataclass, field]
    n8[import heapq]
    n9[import itertools]
    n10[import time]
    n11[from services.aiva_common.schemas import FunctionT...]
    n12[class QueuedTask(...)]
    n13[class _QueueEntry(...)]
    n14[class XssTaskQueue(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
820. function function xss aiva func xss traditional detector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._task = task] n4[self._timeout = timeout] n5[self._client = client] n6[self._retries = max(0, retries)] n7[self._errors: list[XssExecutionError] = []] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._task = task]
    n4[self._timeout = timeout]
    n5[self._client = client]
    n6[self._retries = max(0, retries)]
    n7[self._errors: list[XssExecutionError] = []]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
821. function function xss aiva func xss traditional detector Function build request parts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Build request parts for httpx.AsyncClient.re...] n4[target = self._task.target] n5[method = (target.method or 'G...] n6[location = (target.parameter_lo...] n7[parameter = target.parameter] n8[url = str(target.url)] n9[headers = dict(target.headers ...] n10[cookies = dict(target.cookies ...] n11[data: dict[str, object] | None = None] n12[json_data: dict[str, object] | None = None] n13[content: bytes | None = None] n14{if location == 'query' or (lo...} n15[url = _inject_query(url, p...] n16{if location == 'form'} n17[form = copy.deepcopy(target...] n18[data = _inject_mapping(form...] n19{if location == 'json'} n20[json_base = copy.deepcopy(target...] n21[json_data = _inject_mapping(json...] n22{if location == 'header' and pa...} n23[headers[parameter] = payload] n24{if location == 'cookie' and pa...} n25[cookies[parameter] = payload] n26{if location == 'body'} n27[content = payload.encode('utf-...] n28{if target.body} n29[content = target.body.encode('...] n30[] n31[] n32[] n33[] n34[] n35[] n36[] n37[return (method, url, headers or None,...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n36 n16 -->|Yes| n17 n16 -->|No| n19 n17 --> n18 n18 --> n35 n19 -->|Yes| n20 n19 -->|No| n22 n20 --> n21 n21 --> n34 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n33 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n32 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n31 n28 -->|Yes| n29 n28 -->|No| n30 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Build request parts for httpx.AsyncClient.re...]
    n4[target = self._task.target]
    n5[method = (target.method or 'G...]
    n6[location = (target.parameter_lo...]
    n7[parameter = target.parameter]
    n8[url = str(target.url)]
    n9[headers = dict(target.headers ...]
    n10[cookies = dict(target.cookies ...]
    n11[data: dict[str, object] | None = None]
    n12[json_data: dict[str, object] | None = None]
    n13[content: bytes | None = None]
    n14{if location == 'query' or (lo...}
    n15[url = _inject_query(url, p...]
    n16{if location == 'form'}
    n17[form = copy.deepcopy(target...]
    n18[data = _inject_mapping(form...]
    n19{if location == 'json'}
    n20[json_base = copy.deepcopy(target...]
    n21[json_data = _inject_mapping(json...]
    n22{if location == 'header' and pa...}
    n23[headers[parameter] = payload]
    n24{if location == 'cookie' and pa...}
    n25[cookies[parameter] = payload]
    n26{if location == 'body'}
    n27[content = payload.encode('utf-...]
    n28{if target.body}
    n29[content = target.body.encode('...]
    n30[]
    n31[]
    n32[]
    n33[]
    n34[]
    n35[]
    n36[]
    n37[return (method, url, headers or None,...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n36
    n16 -->|Yes| n17
    n16 -->|No| n19
    n17 --> n18
    n18 --> n35
    n19 -->|Yes| n20
    n19 -->|No| n22
    n20 --> n21
    n21 --> n34
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n33
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n32
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n31
    n28 -->|Yes| n29
    n28 -->|No| n30
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n2
822. function function xss aiva func xss traditional detector Function inject mapping
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not mapping} n4[return {parameter or 'xss_probe&#...] n5[] n6{if parameter and parameter in ...} n7[mapping[parameter] = payload] n8[return mapping] n9[] n10{if parameter and parameter not...} n11[mapping[parameter] = payload] n12[return mapping] n13[] n14{for key in list(mapping.keys())} n15[mapping[key] = payload] n16[] n17[return mapping] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n14 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not mapping}
    n4[return {parameter or 'xss_probe&&#35...]
    n5[]
    n6{if parameter and parameter in ...}
    n7[mapping[parameter] = payload]
    n8[return mapping]
    n9[]
    n10{if parameter and parameter not...}
    n11[mapping[parameter] = payload]
    n12[return mapping]
    n13[]
    n14{for key in list(mapping.keys())}
    n15[mapping[key] = payload]
    n16[]
    n17[return mapping]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n14
    n16 --> n17
    n17 --> n2
823. function function xss aiva func xss traditional detector Function inject query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[parsed = urlparse(url)] n4[query_items: dict[str, str] = {}] n5{if parsed.query} n6{for pair in parsed.query.spli...} n7{if not pair} n8[continue] n9[] n10{if '=' in pair} n11[(key, value) = pair.split('=&...] n12[query_items[key] = value] n13[query_items[pair] = ''] n14[] n15[] n16[] n17{if parameter} n18[query_items[parameter] = payload] n19[query_items.setdefault('xss_probe&...] n20[] n21[new_query = urlencode(query_item...] n22[parts = list(parsed)] n23[parts[4] = new_query] n24[return urlunparse(parts)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n16 n6 -->|Yes| n7 n6 -->|No| n15 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n14 n13 --> n14 n14 --> n6 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n20 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[parsed = urlparse(url)]
    n4[query_items: dict[str, str] = {}]
    n5{if parsed.query}
    n6{for pair in parsed.query.spli...}
    n7{if not pair}
    n8[continue]
    n9[]
    n10{if '=' in pair}
    n11[(key, value) = pair.split('=&...]
    n12[query_items[key] = value]
    n13[query_items[pair] = '']
    n14[]
    n15[]
    n16[]
    n17{if parameter}
    n18[query_items[parameter] = payload]
    n19[query_items.setdefault('xss_probe&&#3...]
    n20[]
    n21[new_query = urlencode(query_item...]
    n22[parts = list(parsed)]
    n23[parts[4] = new_query]
    n24[return urlunparse(parts)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n16
    n6 -->|Yes| n7
    n6 -->|No| n15
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n14
    n13 --> n14
    n14 --> n6
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n20
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
824. function function xss aiva func xss traditional detector Function payload in response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if payload in body_text} n4[return True] n5[] n6[decoded = unquote_plus(body_te...] n7{if payload in decoded} n8[return True] n9[] n10[html_decoded = unescape(body_text)] n11[return payload in html_decoded] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if payload in body_text}
    n4[return True]
    n5[]
    n6[decoded = unquote_plus(body_te...]
    n7{if payload in decoded}
    n8[return True]
    n9[]
    n10[html_decoded = unescape(body_text)]
    n11[return payload in html_decoded]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
825. function function xss aiva func xss traditional detector Function errors
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return list(self._errors)] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return list(self._errors)]
    n1 --> n3
    n3 --> n2
826. function function xss aiva func xss traditional detector Function to detail
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[prefix = f'[{self.vector}]&...] n4[return f'{prefix} {self.payloa...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[prefix = f'[{self.vector}]&...]
    n4[return f'{prefix} {self.payloa...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
827. function function xss aiva func xss traditional detector Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from collections.abc import Sequence] n5[import copy] n6[from dataclasses import dataclass] n7[from html import unescape] n8[from urllib.parse import unquote_plus, urlencode, ...] n9[import httpx] n10[from services.aiva_common.schemas import FunctionT...] n11[class XssDetectionResult(...)] n12[class XssExecutionError(...)] n13[class TraditionalXssDetector(...)] n14[def _inject_mapping(...)] n15[def _inject_query(...)] n16[def _payload_in_response(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from collections.abc import Sequence]
    n5[import copy]
    n6[from dataclasses import dataclass]
    n7[from html import unescape]
    n8[from urllib.parse import unquote_plus, urlencode, ...]
    n9[import httpx]
    n10[from services.aiva_common.schemas import FunctionT...]
    n11[class XssDetectionResult(...)]
    n12[class XssExecutionError(...)]
    n13[class TraditionalXssDetector(...)]
    n14[def _inject_mapping(...)]
    n15[def _inject_query(...)]
    n16[def _payload_in_response(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
828. function function xss aiva func xss worker Function build blind finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[evidence = FindingEvidence(payl...] n4[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[evidence = FindingEvidence(payl...]
    n4[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
829. function function xss aiva func xss worker Function build finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[request = detection.request] n4[request_url: HttpUrl = _validated_http_url(str(re...] n5[evidence = FindingEvidence(payl...] n6[return FindingPayload(finding_id=new_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[request = detection.request]
    n4[request_url: HttpUrl = _validated_http_url(str(re...]
    n5[evidence = FindingEvidence(payl...]
    n6[return FindingPayload(finding_id=new_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
830. function function xss aiva func xss worker Function build impact
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if blind} n4[return FindingImpact(description='Bli...] n5[] n6{if dom_result} n7[description = 'Payload executed wi...] n8[description = 'Payload reflected i...] n9[] n10[return FindingImpact(description=desc...] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if blind}
    n4[return FindingImpact(description='Bli...]
    n5[]
    n6{if dom_result}
    n7[description = 'Payload executed wi...]
    n8[description = 'Payload reflected i...]
    n9[]
    n10[return FindingImpact(description=desc...]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
831. function function xss aiva func xss worker Function build payloads
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[config = task.test_config] n4[payload_sets: Iterable[str] | None = config....] n5[combined_custom: list[str] = []] n6{if task.custom_payloads} n7[combined_custom.extend(task.custom_payloads)] n8[] n9{if config.custom_payloads} n10[combined_custom.extend(config.custom_payloads)] n11[] n12[payloads: list[str] = generator.generate(payl...] n13[return payloads] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[config = task.test_config]
    n4[payload_sets: Iterable[str] | None = config....]
    n5[combined_custom: list[str] = []]
    n6{if task.custom_payloads}
    n7[combined_custom.extend(task.custom_payloads)]
    n8[]
    n9{if config.custom_payloads}
    n10[combined_custom.extend(config.custom_payloads)]
    n11[]
    n12[payloads: list[str] = generator.generate(payl...]
    n13[return payloads]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
832. function function xss aiva func xss worker Function build recommendation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if blind} n4[fix = 'Audit server-side s...] n5[fix = 'Apply context-aware...] n6[] n7[priority = 'Critical' if blind ...] n8[return FindingRecommendation(fix=fix,...] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if blind}
    n4[fix = 'Audit server-side s...]
    n5[fix = 'Apply context-aware...]
    n6[]
    n7[priority = 'Critical' if blind ...]
    n8[return FindingRecommendation(fix=fix,...]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
833. function function xss aiva func xss worker Function format request
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lines = [f'{request.method} ...] n4{for (key, value) in request.headers.i...} n5[lines.append(f'{key}: {val...] n6[] n7[body = request.content.deco...] n8{if body} n9[lines.append('')] n10[lines.append(body)] n11[] n12[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n4 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lines = [f'{request.method} ...]
    n4{for (key, value) in request.headers.i...}
    n5[lines.append(f'{key}: {val...]
    n6[]
    n7[body = request.content.deco...]
    n8{if body}
    n9[lines.append('')]
    n10[lines.append(body)]
    n11[]
    n12[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n4
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
834. function function xss aiva func xss worker Function format response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lines = [f'HTTP {detection.r...] n4{for (key, value) in detection.respons...} n5[lines.append(f'{key}: {val...] n6[] n7[snippet = detection.response_t...] n8{if snippet} n9[lines.append('')] n10[lines.append(snippet)] n11[] n12{if dom_result} n13[lines.append('')] n14[lines.append('DOM Context:')] n15[lines.append(dom_result.snippet)] n16[] n17[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n4 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lines = [f'HTTP {detection.r...]
    n4{for (key, value) in detection.respons...}
    n5[lines.append(f'{key}: {val...]
    n6[]
    n7[snippet = detection.response_t...]
    n8{if snippet}
    n9[lines.append('')]
    n10[lines.append(snippet)]
    n11[]
    n12{if dom_result}
    n13[lines.append('')]
    n14[lines.append('DOM Context:')]
    n15[lines.append(dom_result.snippet)]
    n16[]
    n17[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n4
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
835. function function xss aiva func xss worker Function inject query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not parameter} n4[return url] n5[] n6[parts = list(urlparse(url))] n7[query_pairs = dict(parse_qsl(parts...] n8[query_pairs[parameter] = value] n9[parts[4] = urlencode(query_pair...] n10[return urlunparse(parts)] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not parameter}
    n4[return url]
    n5[]
    n6[parts = list(urlparse(url))]
    n7[query_pairs = dict(parse_qsl(parts...]
    n8[query_pairs[parameter] = value]
    n9[parts[4] = urlencode(query_pair...]
    n10[return urlunparse(parts)]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
836. function function xss aiva func xss worker Function proof text
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if blind} n4[return 'Blind callback received from ...] n5[] n6{if dom_result} n7[return 'Payload observed within execu...] n8[] n9[return 'Payload reflected in HTTP res...] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if blind}
    n4[return 'Blind callback received from ...]
    n5[]
    n6{if dom_result}
    n7[return 'Payload observed within execu...]
    n8[]
    n9[return 'Payload reflected in HTTP res...]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n2
837. function function xss aiva func xss worker Function validated http url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return _HTTP_URL_VALIDATOR.validate_p...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return _HTTP_URL_VALIDATOR.validate_p...]
    n1 --> n3
    n3 --> n2
838. function function xss aiva func xss worker Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[details: dict[str, Any] = {'find...] n4{if self.errors} n5[details['errors'] = self....] n6[] n7[return details] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[details: dict[str, Any] = {'find...]
    n4{if self.errors}
    n5[details['errors'] = self....]
    n6[]
    n7[return details]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
839. function function xss aiva func xss worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import asyncio] n5[from collections.abc import Iterable] n6[from dataclasses import dataclass, field] n7[from typing import Any] n8[from urllib.parse import parse_qsl, urlencode, url...] n9[from pydantic import HttpUrl, TypeAdapter] n10[from services.aiva_common.enums import Confidence,...] n11[from services.aiva_common.mq import get_broker] n12[from services.aiva_common.schemas import AivaMessa...] n13[from services.aiva_common.utils import get_logger,...] n14[from .blind_xss_listener_validator import BlindXss...] n15[from .dom_xss_detector import DomDetectionResult, ...] n16[from .payload_generator import XssPayloadGenerator] n17[from .result_publisher import XssResultPublisher] n18[from .stored_detector import StoredXssDetector, St...] n19[from .task_queue import QueuedTask, XssTaskQueue] n20[from .traditional_detector import TraditionalXssDe...] n21[logger = get_logger(__name__)] n22[_HTTP_URL_VALIDATOR = TypeAdapter(HttpUrl)] n23[def _validated_http_url(...)] n24[DEFAULT_TIMEOUT_SECONDS = 20.0] n25[class XssExecutionTelemetry(...)] n26[class TaskExecutionResult(...)] n27[def run(...)] n28[def _consume_queue(...)] n29[def _execute_task(...)] n30[def process_task(...)] n31[def _build_payloads(...)] n32[def _build_finding(...)] n33[def _build_blind_finding(...)] n34[def _build_impact(...)] n35[def _build_recommendation(...)] n36[def _proof_text(...)] n37[def _format_request(...)] n38[def _format_response(...)] n39[def _inject_query(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import asyncio]
    n5[from collections.abc import Iterable]
    n6[from dataclasses import dataclass, field]
    n7[from typing import Any]
    n8[from urllib.parse import parse_qsl, urlencode, url...]
    n9[from pydantic import HttpUrl, TypeAdapter]
    n10[from services.aiva_common.enums import Confidence,...]
    n11[from services.aiva_common.mq import get_broker]
    n12[from services.aiva_common.schemas import AivaMessa...]
    n13[from services.aiva_common.utils import get_logger,...]
    n14[from .blind_xss_listener_validator import BlindXss...]
    n15[from .dom_xss_detector import DomDetectionResult, ...]
    n16[from .payload_generator import XssPayloadGenerator]
    n17[from .result_publisher import XssResultPublisher]
    n18[from .stored_detector import StoredXssDetector, St...]
    n19[from .task_queue import QueuedTask, XssTaskQueue]
    n20[from .traditional_detector import TraditionalXssDe...]
    n21[logger = get_logger(__name__)]
    n22[_HTTP_URL_VALIDATOR = TypeAdapter(HttpUrl)]
    n23[def _validated_http_url(...)]
    n24[DEFAULT_TIMEOUT_SECONDS = 20.0]
    n25[class XssExecutionTelemetry(...)]
    n26[class TaskExecutionResult(...)]
    n27[def run(...)]
    n28[def _consume_queue(...)]
    n29[def _execute_task(...)]
    n30[def process_task(...)]
    n31[def _build_payloads(...)]
    n32[def _build_finding(...)]
    n33[def _build_blind_finding(...)]
    n34[def _build_impact(...)]
    n35[def _build_recommendation(...)]
    n36[def _proof_text(...)]
    n37[def _format_request(...)]
    n38[def _format_response(...)]
    n39[def _inject_query(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n2
840. function models Function validate function name
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[allowed = {'xss', &#...] n4{if v not in allowed} n5[raise ValueError(f'function_name must be ...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[allowed = {'xss', &#...]
    n4{if v not in allowed}
    n5[raise ValueError(f'function_name must be ...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
841. function models Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
842. function models Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nAIVA Function Models - 功能測試模組\n\n此文件包含與主動功...] n4[from __future__ import annotations] n5[from datetime import UTC, datetime] n6[from typing import Any] n7[from pydantic import BaseModel, Field, HttpUrl, fi...] n8[from ..aiva_common.enums import Confidence, PostEx...] n9[class FunctionTaskTarget(...)] n10[class FunctionTaskContext(...)] n11[class FunctionTaskTestConfig(...)] n12[class FunctionTaskPayload(...)] n13[class EnhancedFunctionTaskTarget(...)] n14[class FunctionTelemetry(...)] n15[class ExecutionError(...)] n16[class FunctionExecutionResult(...)] n17[class TestExecution(...)] n18[class ExploitPayload(...)] n19[class ExploitResult(...)] n20[class PostExTestPayload(...)] n21[class PostExResultPayload(...)] n22[class APISchemaPayload(...)] n23[class APITestCase(...)] n24[class APISecurityTestPayload(...)] n25[class OastEvent(...)] n26[class OastProbe(...)] n27[class BizLogicTestPayload(...)] n28[class BizLogicResultPayload(...)] n29[class AuthZCheckPayload(...)] n30[class AuthZAnalysisPayload(...)] n31[class AuthZResultPayload(...)] n32[class SensitiveMatch(...)] n33[class JavaScriptAnalysisResult(...)] n34[__all__ = ['FunctionTaskTarget...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nAIVA Function Models - 功能測試模組\n\n此文件包含與主動功...]
    n4[from __future__ import annotations]
    n5[from datetime import UTC, datetime]
    n6[from typing import Any]
    n7[from pydantic import BaseModel, Field, HttpUrl, fi...]
    n8[from ..aiva_common.enums import Confidence, PostEx...]
    n9[class FunctionTaskTarget(...)]
    n10[class FunctionTaskContext(...)]
    n11[class FunctionTaskTestConfig(...)]
    n12[class FunctionTaskPayload(...)]
    n13[class EnhancedFunctionTaskTarget(...)]
    n14[class FunctionTelemetry(...)]
    n15[class ExecutionError(...)]
    n16[class FunctionExecutionResult(...)]
    n17[class TestExecution(...)]
    n18[class ExploitPayload(...)]
    n19[class ExploitResult(...)]
    n20[class PostExTestPayload(...)]
    n21[class PostExResultPayload(...)]
    n22[class APISchemaPayload(...)]
    n23[class APITestCase(...)]
    n24[class APISecurityTestPayload(...)]
    n25[class OastEvent(...)]
    n26[class OastProbe(...)]
    n27[class BizLogicTestPayload(...)]
    n28[class BizLogicResultPayload(...)]
    n29[class AuthZCheckPayload(...)]
    n30[class AuthZAnalysisPayload(...)]
    n31[class AuthZResultPayload(...)]
    n32[class SensitiveMatch(...)]
    n33[class JavaScriptAnalysisResult(...)]
    n34[__all__ = ['FunctionTaskTarget...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n2
843. function test schemas Function validate priority
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not 1 <= v <= 10} n4[raise ValueError('priority must be betwee...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not 1 <= v <= 10}
    n4[raise ValueError('priority must be betwee...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
844. function test schemas Function validate task id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not v.startswith('task_')} n4[raise ValueError("task_id must start with &a...] n5[] n6[return v] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not v.startswith('task_')}
    n4[raise ValueError("task_id must start with &a...]
    n5[]
    n6[return v]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n2
845. function test schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nAIVA 功能測試模式定義\n\n包含功能測試、漏洞利用、測試結果等相關的數據模式。...] n4[from __future__ import annotations] n5[from datetime import UTC, datetime] n6[from typing import Any] n7[from services.aiva_common.enums import Confidence,...] n8[from services.aiva_common.standards import CVSSv3M...] n9[from pydantic import BaseModel, Field, HttpUrl, fi...] n10[class FunctionTaskTarget(...)] n11[class FunctionTaskContext(...)] n12[class FunctionTaskTestConfig(...)] n13[class FunctionTaskPayload(...)] n14[class TestResult(...)] n15[class ExploitConfiguration(...)] n16[class ExploitResult(...)] n17[class AuthZTestPayload(...)] n18[class APISecurityTestPayload(...)] n19[class PostExTestPayload(...)] n20[class TestStatistics(...)] n21[__all__ = ['FunctionTaskTarget...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nAIVA 功能測試模式定義\n\n包含功能測試、漏洞利用、測試結果等相關的數據模式。...]
    n4[from __future__ import annotations]
    n5[from datetime import UTC, datetime]
    n6[from typing import Any]
    n7[from services.aiva_common.enums import Confidence,...]
    n8[from services.aiva_common.standards import CVSSv3M...]
    n9[from pydantic import BaseModel, Field, HttpUrl, fi...]
    n10[class FunctionTaskTarget(...)]
    n11[class FunctionTaskContext(...)]
    n12[class FunctionTaskTestConfig(...)]
    n13[class FunctionTaskPayload(...)]
    n14[class TestResult(...)]
    n15[class ExploitConfiguration(...)]
    n16[class ExploitResult(...)]
    n17[class AuthZTestPayload(...)]
    n18[class APISecurityTestPayload(...)]
    n19[class PostExTestPayload(...)]
    n20[class TestStatistics(...)]
    n21[__all__ = ['FunctionTaskTarget...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
846. integration aiva integration analysis compliance policy checker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._policies: dict[str, dict[str, Any]]...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._policies: dict[str, dict[str, Any]]...]
    n1 --> n3
    n3 --> n2
847. integration aiva integration analysis compliance policy checker Function add custom policy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加自定義合規政策'] n4[self._policies[policy_name] = policy_config] n5[logger.info(f'Added custom compliance pol...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加自定義合規政策']
    n4[self._policies[policy_name] = policy_config]
    n5[logger.info(f'Added custom compliance pol...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
848. integration aiva integration analysis compliance policy checker Function check compliance
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查漏洞發現是否符合指定的合規政策\n\n Args:...] n4{if policy not in self._policies} n5[return {'error': f&#...] n6[] n7[policy_config = self._policies[polic...] n8[compliance_result = {'policy&#39...] n9{for finding in findings} n10[severity = finding.get('severit...] n11[vuln_type = finding.get('vulnera...] n12{if policy == 'owasp_top10' and...} n13[compliance_result['critical_violations&am...] n14[] n15{if severity == 'critical'} n16[compliance_result['critical_violations&am...] n17{if severity == 'high'} n18[compliance_result['high_violations&&#...] n19{if severity == 'medium'} n20[compliance_result['medium_violations&...] n21[compliance_result['low_violations&...] n22[] n23[] n24[] n25[] n26[total_violations = compliance_result['c...] n27[max_possible_score = max(len(findings) * ...] n28[compliance_result['compliance_score&&...] n29{if compliance_result['critical...} n30[compliance_result['recommendations&&#...] n31[] n32{if compliance_result['complian...} n33[compliance_result['recommendations&&#...] n34[] n35[logger.info(f"Compliance check completed for...] n36[return compliance_result] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n25 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n24 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n23 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n22 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n9 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 -->|Yes| n30 n29 -->|No| n31 n30 --> n31 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n34 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查漏洞發現是否符合指定的合規政策\n\n        Args:...]
    n4{if policy not in self._policies}
    n5[return {'error': f&#...]
    n6[]
    n7[policy_config = self._policies[polic...]
    n8[compliance_result = {'policy&#39...]
    n9{for finding in findings}
    n10[severity = finding.get('severit...]
    n11[vuln_type = finding.get('vulnera...]
    n12{if policy == 'owasp_top10' and...}
    n13[compliance_result['critical_violations&am...]
    n14[]
    n15{if severity == 'critical'}
    n16[compliance_result['critical_violations&am...]
    n17{if severity == 'high'}
    n18[compliance_result['high_violations&&#...]
    n19{if severity == 'medium'}
    n20[compliance_result['medium_violations&...]
    n21[compliance_result['low_violations&&#3...]
    n22[]
    n23[]
    n24[]
    n25[]
    n26[total_violations = compliance_result['c...]
    n27[max_possible_score = max(len(findings) * ...]
    n28[compliance_result['compliance_score&&...]
    n29{if compliance_result['critical...}
    n30[compliance_result['recommendations&&#...]
    n31[]
    n32{if compliance_result['complian...}
    n33[compliance_result['recommendations&&#...]
    n34[]
    n35[logger.info(f"Compliance check completed for...]
    n36[return compliance_result]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n25
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n24
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n23
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n22
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n9
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 -->|Yes| n30
    n29 -->|No| n31
    n30 --> n31
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n34
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n2
849. integration aiva integration analysis compliance policy checker Function get available policies
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取可用的合規政策列表'] n4[return list(self._policies.keys())] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取可用的合規政策列表']
    n4[return list(self._policies.keys())]
    n1 --> n3
    n3 --> n4
    n4 --> n2
850. integration aiva integration analysis risk assessment engine enhanced Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._risk_matrix = {'critical&#...] n4[self._environment_multipliers = {'produc...] n5[self._business_criticality_multipliers = {&#...] n6[self._data_sensitivity_multipliers = {'h...] n7[self._exploitability_multipliers = {'pro...] n8[self._exposure_multipliers = {'internet_...] n9[self._compliance_weights = {'pci-dss&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._risk_matrix = {'critical&#...]
    n4[self._environment_multipliers = {'produc...]
    n5[self._business_criticality_multipliers = {&#...]
    n6[self._data_sensitivity_multipliers = {'h...]
    n7[self._exploitability_multipliers = {'pro...]
    n8[self._exposure_multipliers = {'internet_...]
    n9[self._compliance_weights = {'pci-dss&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
851. integration aiva integration analysis risk assessment engine enhanced Function assess reputation risk
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['評估名譽風險'] n4{if business_criticality == 'cr...} n5{if severity_counts['critical'...} n6[return 'high'] n7{if severity_counts['high']...} n8[return 'medium'] n9[] n10[] n11[] n12[return 'low'] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n11 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n10 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['評估名譽風險']
    n4{if business_criticality == 'cr...}
    n5{if severity_counts['critical'...}
    n6[return 'high']
    n7{if severity_counts['high'&#93...}
    n8[return 'medium']
    n9[]
    n10[]
    n11[]
    n12[return 'low']
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n11
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n10
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
852. integration aiva integration analysis risk assessment engine enhanced Function calculate business impact factor
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算業務影響因子\n\n 基於資產價值和使用者基數評估...] n4[impact_factor = 1.0] n5{if asset_value > 0} n6{if asset_value >= 10000000} n7[impact_factor += 0.5] n8{if asset_value >= 1000000} n9[impact_factor += 0.3] n10{if asset_value >= 100000} n11[impact_factor += 0.2] n12[] n13[] n14[] n15[] n16{if user_base > 0} n17{if user_base >= 1000000} n18[impact_factor += 0.4] n19{if user_base >= 100000} n20[impact_factor += 0.3] n21{if user_base >= 10000} n22[impact_factor += 0.2] n23[] n24[] n25[] n26[] n27[return min(impact_factor, 2.5)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n15 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n14 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n13 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n26 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n25 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n24 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算業務影響因子\n\n        基於資產價值和使用者基數評估...]
    n4[impact_factor = 1.0]
    n5{if asset_value > 0}
    n6{if asset_value >= 10000000}
    n7[impact_factor += 0.5]
    n8{if asset_value >= 1000000}
    n9[impact_factor += 0.3]
    n10{if asset_value >= 100000}
    n11[impact_factor += 0.2]
    n12[]
    n13[]
    n14[]
    n15[]
    n16{if user_base > 0}
    n17{if user_base >= 1000000}
    n18[impact_factor += 0.4]
    n19{if user_base >= 100000}
    n20[impact_factor += 0.3]
    n21{if user_base >= 10000}
    n22[impact_factor += 0.2]
    n23[]
    n24[]
    n25[]
    n26[]
    n27[return min(impact_factor, 2.5)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n15
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n14
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n13
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n26
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n25
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n24
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n2
853. integration aiva integration analysis risk assessment engine enhanced Function calculate risk trend
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算風險趨勢（需要歷史資料）'] n4[new_findings = sum((1 for f in find...] n5[total = len(findings)] n6[trend = 'stable'] n7{if new_findings > total * 0.7} n8[trend = 'increasing'] n9{if new_findings < total * 0.3} n10[trend = 'decreasing'] n11[] n12[] n13[return {'trend': trend, &...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算風險趨勢（需要歷史資料）']
    n4[new_findings = sum((1 for f in find...]
    n5[total = len(findings)]
    n6[trend = 'stable']
    n7{if new_findings > total * 0.7}
    n8[trend = 'increasing']
    n9{if new_findings < total * 0.3}
    n10[trend = 'decreasing']
    n11[]
    n12[]
    n13[return {'trend': trend, &amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
854. integration aiva integration analysis risk assessment engine enhanced Function determine risk level enhanced
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 增強版風險等級判定\n\n 考慮業務重要性和環境因素\...] n4{if avg_score >= 15} n5[base_level = 'critical'] n6{if avg_score >= 10} n7[base_level = 'high'] n8{if avg_score >= 5} n9[base_level = 'medium'] n10[base_level = 'low'] n11[] n12[] n13[] n14{if business_criticality == 'cr...} n15[level_order = ['low', &&#...] n16[current_index = level_order.index(ba...] n17{if current_index < len(level_o...} n18[return level_order[current_index + 1]] n19[] n20[] n21[return base_level] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n13 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n20 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        增強版風險等級判定\n\n        考慮業務重要性和環境因素\...]
    n4{if avg_score >= 15}
    n5[base_level = 'critical']
    n6{if avg_score >= 10}
    n7[base_level = 'high']
    n8{if avg_score >= 5}
    n9[base_level = 'medium']
    n10[base_level = 'low']
    n11[]
    n12[]
    n13[]
    n14{if business_criticality == 'cr...}
    n15[level_order = ['low', &&#...]
    n16[current_index = level_order.index(ba...]
    n17{if current_index < len(level_o...}
    n18[return level_order[current_index + 1]]
    n19[]
    n20[]
    n21[return base_level]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n13
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n20
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
855. integration aiva integration analysis risk assessment engine enhanced Function estimate business impact
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['估算業務影響'] n4[financial_impact = 0.0] n5{if asset_value > 0} n6[risk_percentage = severity_counts['cri...] n7[financial_impact = asset_value * min(ri...] n8[] n9[affected_users = 0] n10{if user_base > 0} n11[exposure_rate = severity_counts['cri...] n12[affected_users = int(user_base * min(...] n13[] n14[disruption_risk = 'low'] n15{if business_criticality == 'cr...} n16{if severity_counts['critical'...} n17[disruption_risk = 'high'] n18{if severity_counts['high']...} n19[disruption_risk = 'medium'] n20[] n21[] n22[] n23[return {'estimated_financial_impact&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n22 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n21 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['估算業務影響']
    n4[financial_impact = 0.0]
    n5{if asset_value > 0}
    n6[risk_percentage = severity_counts['cri...]
    n7[financial_impact = asset_value * min(ri...]
    n8[]
    n9[affected_users = 0]
    n10{if user_base > 0}
    n11[exposure_rate = severity_counts['cri...]
    n12[affected_users = int(user_base * min(...]
    n13[]
    n14[disruption_risk = 'low']
    n15{if business_criticality == 'cr...}
    n16{if severity_counts['critical'...}
    n17[disruption_risk = 'high']
    n18{if severity_counts['high'&#93...}
    n19[disruption_risk = 'medium']
    n20[]
    n21[]
    n22[]
    n23[return {'estimated_financial_impact&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n22
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n21
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n2
856. integration aiva integration analysis risk assessment engine enhanced Function generate enhanced recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成增強的風險緩解建議'] n4[recommendations = []] n5{if severity_counts['critical'...} n6[recommendations.append(f"🚨 立即處理 {severi...] n7[] n8{if severity_counts['high']...} n9[recommendations.append(f"⚠️ 優先處理 {sever...] n10[] n11{if business_criticality == 'cr...} n12{if overall_risk_level in ['cri...} n13[recommendations.append('💼 業務關鍵系統發現高風險漏洞，建...] n14[recommendations.append('🔒 考慮暫時下線受影響功能直至漏洞...] n15[] n16[] n17{if compliance_tags} n18[compliance_str = ', '.join(co...] n19[recommendations.append(f'📋 此資產受 {com...] n20[] n21{if len(priority_findings) > 0} n22[top_vuln = priority_findings[0]] n23[recommendations.append(f"🎯 最高優先級：{top_v...] n24[] n25{if overall_risk_level == 'crit...} n26[recommendations.append('📞 建議立即通知相關利益相關者和管...] n27[recommendations.append('🛡️ 考慮實施臨時緩解措施（WAF...] n28[] n29{if not recommendations} n30[recommendations.append('✅ 繼續保持良好的安全實踐&...] n31[] n32[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n16 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n20 n18 --> n19 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n24 n22 --> n23 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n28 n26 --> n27 n27 --> n28 n28 --> n29 n29 -->|Yes| n30 n29 -->|No| n31 n30 --> n31 n31 --> n32 n32 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成增強的風險緩解建議']
    n4[recommendations = []]
    n5{if severity_counts['critical'...}
    n6[recommendations.append(f"🚨 立即處理 {severi...]
    n7[]
    n8{if severity_counts['high'&#93...}
    n9[recommendations.append(f"⚠️ 優先處理 {sever...]
    n10[]
    n11{if business_criticality == 'cr...}
    n12{if overall_risk_level in ['cri...}
    n13[recommendations.append('💼 業務關鍵系統發現高風險漏洞，建...]
    n14[recommendations.append('🔒 考慮暫時下線受影響功能直至漏洞...]
    n15[]
    n16[]
    n17{if compliance_tags}
    n18[compliance_str = ', '.join(co...]
    n19[recommendations.append(f'📋 此資產受 {com...]
    n20[]
    n21{if len(priority_findings) > 0}
    n22[top_vuln = priority_findings[0]]
    n23[recommendations.append(f"🎯 最高優先級：{top_v...]
    n24[]
    n25{if overall_risk_level == 'crit...}
    n26[recommendations.append('📞 建議立即通知相關利益相關者和管...]
    n27[recommendations.append('🛡️ 考慮實施臨時緩解措施（WAF...]
    n28[]
    n29{if not recommendations}
    n30[recommendations.append('✅ 繼續保持良好的安全實踐&amp...]
    n31[]
    n32[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n16
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n20
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n24
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n28
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 -->|Yes| n30
    n29 -->|No| n31
    n30 --> n31
    n31 --> n32
    n32 --> n2
857. integration aiva integration analysis risk assessment engine enhanced Function assess risk
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 綜合風險評估（增強版）\n\n Args:\n ...] n4{if not findings} n5[return {'overall_risk_score'...] n6[] n7[environment = context.get('environ...] n8[business_criticality = context.get('busin...] n9[data_sensitivity = context.get('data_se...] n10[asset_exposure = context.get('asset_e...] n11[compliance_tags = context.get('complia...] n12[asset_value = context.get('asset_v...] n13[user_base = context.get('user_ba...] n14[env_multiplier = self._environment_mu...] n15[business_multiplier = self._business_criti...] n16[data_multiplier = self._data_sensitivi...] n17[exposure_multiplier = self._exposure_multi...] n18[compliance_multiplier = 1.0] n19{for tag in compliance_tags} n20[tag_lower = tag.lower()] n21{if tag_lower in self._complian...} n22[compliance_multiplier = max(compliance_multi...] n23[] n24[] n25[context_multiplier = env_multiplier * 0.3...] n26[logger.info(f'Context multipliers - Env: ...] n27[total_risk_score = 0.0] n28[business_risk_score = 0.0] n29[technical_risk_score = 0.0] n30[priority_findings = []] n31[severity_counts = {'critical&#39...] n32{for finding in findings} n33[severity = finding.get('severit...] n34{if severity not in self._risk_...} n35[severity = 'low'] n36[] n37[base_score = self._risk_matrix[se...] n38[technical_risk_score += base_score] n39[exploitability = finding.get('exploit...] n40[exploit_multiplier = self._exploitability...] n41[adjusted_tech_score = base_score * exploit...] n42[adjusted_business_score = adjusted_tech_score ...] n43{if asset_value > 0 or user_bas...} n44[impact_factor = self._calculate_busi...] n45[adjusted_business_score *= impact_factor] n46[] n47[finding['calculated_technical_risk_score&...] n48[finding['calculated_business_risk_score&a...] n49[finding['context_multiplier'&...] n50[total_risk_score += adjusted_business_score] n51[business_risk_score += adjusted_business_score] n52[severity_counts[severity] += 1] n53{if severity in ['critical', &...} n54[priority_findings.append(finding)] n55[] n56[] n57[priority_findings.sort(key=lambda x: x.get(&&...] n58[avg_business_risk = business_risk_score ...] n59[overall_risk_level = self._determine_risk...] n60[recommendations = self._generate_enhan...] n61[business_impact = self._estimate_busin...] n62[result = {'overall_risk_score...] n63[logger.info(f'Risk assessment completed: ...] n64[return result] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n24 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n19 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n56 n33 --> n34 n34 -->|Yes| n35 n34 -->|No| n36 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 -->|Yes| n44 n43 -->|No| n46 n44 --> n45 n45 --> n46 n46 --> n47 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n52 n52 --> n53 n53 -->|Yes| n54 n53 -->|No| n55 n54 --> n55 n55 --> n32 n56 --> n57 n57 --> n58 n58 --> n59 n59 --> n60 n60 --> n61 n61 --> n62 n62 --> n63 n63 --> n64 n64 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        綜合風險評估（增強版）\n\n        Args:\n    ...]
    n4{if not findings}
    n5[return {'overall_risk_score'...]
    n6[]
    n7[environment = context.get('environ...]
    n8[business_criticality = context.get('busin...]
    n9[data_sensitivity = context.get('data_se...]
    n10[asset_exposure = context.get('asset_e...]
    n11[compliance_tags = context.get('complia...]
    n12[asset_value = context.get('asset_v...]
    n13[user_base = context.get('user_ba...]
    n14[env_multiplier = self._environment_mu...]
    n15[business_multiplier = self._business_criti...]
    n16[data_multiplier = self._data_sensitivi...]
    n17[exposure_multiplier = self._exposure_multi...]
    n18[compliance_multiplier = 1.0]
    n19{for tag in compliance_tags}
    n20[tag_lower = tag.lower()]
    n21{if tag_lower in self._complian...}
    n22[compliance_multiplier = max(compliance_multi...]
    n23[]
    n24[]
    n25[context_multiplier = env_multiplier * 0.3...]
    n26[logger.info(f'Context multipliers - Env: ...]
    n27[total_risk_score = 0.0]
    n28[business_risk_score = 0.0]
    n29[technical_risk_score = 0.0]
    n30[priority_findings = []]
    n31[severity_counts = {'critical&#39...]
    n32{for finding in findings}
    n33[severity = finding.get('severit...]
    n34{if severity not in self._risk_...}
    n35[severity = 'low']
    n36[]
    n37[base_score = self._risk_matrix[se...]
    n38[technical_risk_score += base_score]
    n39[exploitability = finding.get('exploit...]
    n40[exploit_multiplier = self._exploitability...]
    n41[adjusted_tech_score = base_score * exploit...]
    n42[adjusted_business_score = adjusted_tech_score ...]
    n43{if asset_value > 0 or user_bas...}
    n44[impact_factor = self._calculate_busi...]
    n45[adjusted_business_score *= impact_factor]
    n46[]
    n47[finding['calculated_technical_risk_score&...]
    n48[finding['calculated_business_risk_score&a...]
    n49[finding['context_multiplier'&...]
    n50[total_risk_score += adjusted_business_score]
    n51[business_risk_score += adjusted_business_score]
    n52[severity_counts[severity] += 1]
    n53{if severity in ['critical', &...}
    n54[priority_findings.append(finding)]
    n55[]
    n56[]
    n57[priority_findings.sort(key=lambda x: x.get(&&...]
    n58[avg_business_risk = business_risk_score ...]
    n59[overall_risk_level = self._determine_risk...]
    n60[recommendations = self._generate_enhan...]
    n61[business_impact = self._estimate_busin...]
    n62[result = {'overall_risk_score...]
    n63[logger.info(f'Risk assessment completed: ...]
    n64[return result]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n24
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n19
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n56
    n33 --> n34
    n34 -->|Yes| n35
    n34 -->|No| n36
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 -->|Yes| n44
    n43 -->|No| n46
    n44 --> n45
    n45 --> n46
    n46 --> n47
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n52
    n52 --> n53
    n53 -->|Yes| n54
    n53 -->|No| n55
    n54 --> n55
    n55 --> n32
    n56 --> n57
    n57 --> n58
    n58 --> n59
    n59 --> n60
    n60 --> n61
    n61 --> n62
    n62 --> n63
    n63 --> n64
    n64 --> n2
858. integration aiva integration analysis risk assessment engine enhanced Function compare risk trends
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['比較風險趨勢變化'] n4[current_score = current_assessment.g...] n5[previous_score = previous_assessment....] n6[score_change = current_score - prev...] n7[trend = 'stable'] n8{if score_change > 5} n9[trend = 'increasing'] n10{if score_change < -5} n11[trend = 'decreasing'] n12[] n13[] n14[return {'current_score': cur...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n13 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['比較風險趨勢變化']
    n4[current_score = current_assessment.g...]
    n5[previous_score = previous_assessment....]
    n6[score_change = current_score - prev...]
    n7[trend = 'stable']
    n8{if score_change > 5}
    n9[trend = 'increasing']
    n10{if score_change < -5}
    n11[trend = 'decreasing']
    n12[]
    n13[]
    n14[return {'current_score': cur...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n13
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
859. integration aiva integration analysis risk assessment engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._risk_matrix = {'critical&#...] n4[self._environment_multipliers = {'produc...] n5[self._business_criticality_multipliers = {&#...] n6[self._data_sensitivity_multipliers = {'h...] n7[self._exploitability_multipliers = {'pro...] n8[self._exposure_multipliers = {'internet_...] n9[self._compliance_weights = {'pci-dss&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._risk_matrix = {'critical&#...]
    n4[self._environment_multipliers = {'produc...]
    n5[self._business_criticality_multipliers = {&#...]
    n6[self._data_sensitivity_multipliers = {'h...]
    n7[self._exploitability_multipliers = {'pro...]
    n8[self._exposure_multipliers = {'internet_...]
    n9[self._compliance_weights = {'pci-dss&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
860. integration aiva integration analysis risk assessment engine Function calculate business impact factor
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算業務影響因子（基於資產價值和使用者基數）\n\n ...] n4[impact_factor = 1.0] n5{if asset_value > 0} n6[value_factor = min(1.0 + asset_valu...] n7[impact_factor *= value_factor] n8[] n9{if user_base > 0} n10[import math] n11[user_factor = min(1.0 + math.log10...] n12[impact_factor *= user_factor] n13[] n14[return min(impact_factor, 3.0)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n13 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算業務影響因子（基於資產價值和使用者基數）\n\n        ...]
    n4[impact_factor = 1.0]
    n5{if asset_value > 0}
    n6[value_factor = min(1.0 + asset_valu...]
    n7[impact_factor *= value_factor]
    n8[]
    n9{if user_base > 0}
    n10[import math]
    n11[user_factor = min(1.0 + math.log10...]
    n12[impact_factor *= user_factor]
    n13[]
    n14[return min(impact_factor, 3.0)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n13
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
861. integration aiva integration analysis risk assessment engine Function calculate risk trend
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算風險趨勢\n\n Args:\n ...] n4{if not findings} n5[return {'trend': &#3...] n6[] n7[risk_distribution = {'critical&#...] n8[total_age_days = 0] n9{for finding in findings} n10[severity = finding.get('severit...] n11{if severity in risk_distribution} n12[risk_distribution[severity] += 1] n13[] n14[created_at = finding.get('created...] n15{if created_at} n16[total_age_days += 0] n17[] n18[] n19[return {'trend': &#3...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n18 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n9 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算風險趨勢\n\n        Args:\n         ...]
    n4{if not findings}
    n5[return {'trend': &#3...]
    n6[]
    n7[risk_distribution = {'critical&#...]
    n8[total_age_days = 0]
    n9{for finding in findings}
    n10[severity = finding.get('severit...]
    n11{if severity in risk_distribution}
    n12[risk_distribution[severity] += 1]
    n13[]
    n14[created_at = finding.get('created...]
    n15{if created_at}
    n16[total_age_days += 0]
    n17[]
    n18[]
    n19[return {'trend': &#3...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n18
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n9
    n18 --> n19
    n19 --> n2
862. integration aiva integration analysis risk assessment engine Function determine risk level enhanced
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 增強版風險等級判定（考慮業務重要性和環境）\n\n A...] n4{if avg_risk_score >= 15} n5[base_level = 'critical'] n6{if avg_risk_score >= 8} n7[base_level = 'high'] n8{if avg_risk_score >= 3} n9[base_level = 'medium'] n10[base_level = 'low'] n11[] n12[] n13[] n14{if business_criticality == 'cr...} n15{if base_level == 'high'} n16[base_level = 'critical'] n17{if base_level == 'medium'} n18[base_level = 'high'] n19[] n20[] n21[] n22{if environment == 'production'...} n23[base_level = 'high'] n24[] n25[logger.debug(f'Enhanced risk level: {...] n26[return base_level] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n13 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n21 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n20 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        增強版風險等級判定（考慮業務重要性和環境）\n\n        A...]
    n4{if avg_risk_score >= 15}
    n5[base_level = 'critical']
    n6{if avg_risk_score >= 8}
    n7[base_level = 'high']
    n8{if avg_risk_score >= 3}
    n9[base_level = 'medium']
    n10[base_level = 'low']
    n11[]
    n12[]
    n13[]
    n14{if business_criticality == 'cr...}
    n15{if base_level == 'high'}
    n16[base_level = 'critical']
    n17{if base_level == 'medium'}
    n18[base_level = 'high']
    n19[]
    n20[]
    n21[]
    n22{if environment == 'production'...}
    n23[base_level = 'high']
    n24[]
    n25[logger.debug(f'Enhanced risk level: &#123...]
    n26[return base_level]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n13
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n21
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n20
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
863. integration aiva integration analysis risk assessment engine Function determine risk level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['根據平均分數確定風險等級'] n4{if avg_score >= 8} n5[return 'critical'] n6{if avg_score >= 5} n7[return 'high'] n8{if avg_score >= 2} n9[return 'medium'] n10[return 'low'] n11[] n12[] n13[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n13 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['根據平均分數確定風險等級']
    n4{if avg_score >= 8}
    n5[return 'critical']
    n6{if avg_score >= 5}
    n7[return 'high']
    n8{if avg_score >= 2}
    n9[return 'medium']
    n10[return 'low']
    n11[]
    n12[]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n13
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
864. integration aiva integration analysis risk assessment engine Function estimate business impact
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 估算業務影響\n\n Args:\n ...] n4[base_loss = 0.0] n5{if severity_counts['critical'...} n6[base_loss += asset_value * 0.1 * severity_counts[&...] n7[] n8{if severity_counts['high']...} n9[base_loss += asset_value * 0.03 * severity_counts[...] n10[] n11[affected_users = 0] n12{if severity_counts['critical'...} n13[affected_users = user_base] n14{if severity_counts['medium'&#...} n15[affected_users = int(user_base * 0.3)] n16[] n17[] n18[disruption_risk = 'none'] n19{if severity_counts['critical'...} n20[disruption_risk = 'high'] n21{if severity_counts['critical'...} n22[disruption_risk = 'medium'] n23{if severity_counts['high']...} n24[disruption_risk = 'low'] n25[] n26[] n27[] n28[reputation_impact = 'none'] n29{if severity_counts['critical'...} n30[reputation_impact = 'high'] n31{if severity_counts['high']...} n32[reputation_impact = 'medium'] n33{if severity_counts['high']...} n34[reputation_impact = 'low'] n35[] n36[] n37[] n38[compliance_risk = 'unknown'] n39{if severity_counts['critical'...} n40[compliance_risk = 'potential_violation...] n41[] n42[return {'estimated_financial_loss&&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n17 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n27 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n26 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 -->|Yes| n30 n29 -->|No| n31 n30 --> n37 n31 -->|Yes| n32 n31 -->|No| n33 n32 --> n36 n33 -->|Yes| n34 n33 -->|No| n35 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 -->|Yes| n40 n39 -->|No| n41 n40 --> n41 n41 --> n42 n42 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        估算業務影響\n\n        Args:\n         ...]
    n4[base_loss = 0.0]
    n5{if severity_counts['critical'...}
    n6[base_loss += asset_value * 0.1 * severity_counts[&amp...]
    n7[]
    n8{if severity_counts['high'&#93...}
    n9[base_loss += asset_value * 0.03 * severity_counts[...]
    n10[]
    n11[affected_users = 0]
    n12{if severity_counts['critical'...}
    n13[affected_users = user_base]
    n14{if severity_counts['medium'&#...}
    n15[affected_users = int(user_base * 0.3)]
    n16[]
    n17[]
    n18[disruption_risk = 'none']
    n19{if severity_counts['critical'...}
    n20[disruption_risk = 'high']
    n21{if severity_counts['critical'...}
    n22[disruption_risk = 'medium']
    n23{if severity_counts['high'&#93...}
    n24[disruption_risk = 'low']
    n25[]
    n26[]
    n27[]
    n28[reputation_impact = 'none']
    n29{if severity_counts['critical'...}
    n30[reputation_impact = 'high']
    n31{if severity_counts['high'&#93...}
    n32[reputation_impact = 'medium']
    n33{if severity_counts['high'&#93...}
    n34[reputation_impact = 'low']
    n35[]
    n36[]
    n37[]
    n38[compliance_risk = 'unknown']
    n39{if severity_counts['critical'...}
    n40[compliance_risk = 'potential_violation...]
    n41[]
    n42[return {'estimated_financial_loss&&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n17
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n27
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n26
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 -->|Yes| n30
    n29 -->|No| n31
    n30 --> n37
    n31 -->|Yes| n32
    n31 -->|No| n33
    n32 --> n36
    n33 -->|Yes| n34
    n33 -->|No| n35
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 -->|Yes| n40
    n39 -->|No| n41
    n40 --> n41
    n41 --> n42
    n42 --> n2
865. integration aiva integration analysis risk assessment engine Function generate enhanced recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成增強的業務驅動建議\n\n Args:\n ...] n4[recommendations = []] n5{if severity_counts['critical'...} n6[recommendations.append(f"【緊急】立即處理 {seve...] n7{if business_criticality == 'cr...} n8[recommendations.append('【緊急】建議啟動應急響應程序並通知...] n9[] n10[] n11{if severity_counts['high']...} n12[recommendations.append(f"【高優先級】24-48小時內處理 &#...] n13[] n14{if overall_risk_level == 'crit...} n15[recommendations.append('【業務影響】建議評估是否需要臨時下...] n16[recommendations.append('【業務影響】建議啟動業務連續性計畫...] n17[] n18{if compliance_tags} n19[compliance_str = ', '.join(co...] n20[recommendations.append(f'【合規要求】此系統受 {...] n21{if 'pci-dss' in [tag.lower...} n22[recommendations.append('【PCI-DSS】嚴重及高風險漏洞...] n23[] n24{if 'gdpr' in [tag.lower(&...} n25[recommendations.append('【GDPR】涉及個資的漏洞需在72...] n26[] n27[] n28[vuln_types_seen = set()] n29{for finding in priority_findings...} n30[vuln_type = finding.get('vulnera...] n31{if vuln_type not in vuln_types...} n32[vuln_types_seen.add(vuln_type)] n33[specific_rec = self._get_specific_r...] n34{if specific_rec} n35[recommendations.append(f'【技術建議】{spec...] n36[] n37[] n38[] n39{if severity_counts['medium'&#...} n40[recommendations.append(f"【改善計畫】規劃修復 {se...] n41[] n42{if overall_risk_level == 'low'...} n43[recommendations.append('【良好】繼續保持現有安全實踐&am...] n44[] n45{if environment == 'production'} n46[recommendations.append('【預防】建議實施持續安全監控和定期...] n47[] n48[return recommendations if recommendat...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n27 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 -->|Yes| n30 n29 -->|No| n38 n30 --> n31 n31 -->|Yes| n32 n31 -->|No| n37 n32 --> n33 n33 --> n34 n34 -->|Yes| n35 n34 -->|No| n36 n35 --> n36 n36 --> n37 n37 --> n29 n38 --> n39 n39 -->|Yes| n40 n39 -->|No| n41 n40 --> n41 n41 --> n42 n42 -->|Yes| n43 n42 -->|No| n44 n43 --> n44 n44 --> n45 n45 -->|Yes| n46 n45 -->|No| n47 n46 --> n47 n47 --> n48 n48 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成增強的業務驅動建議\n\n        Args:\n    ...]
    n4[recommendations = []]
    n5{if severity_counts['critical'...}
    n6[recommendations.append(f"【緊急】立即處理 {seve...]
    n7{if business_criticality == 'cr...}
    n8[recommendations.append('【緊急】建議啟動應急響應程序並通知...]
    n9[]
    n10[]
    n11{if severity_counts['high'&#93...}
    n12[recommendations.append(f"【高優先級】24-48小時內處理 &#...]
    n13[]
    n14{if overall_risk_level == 'crit...}
    n15[recommendations.append('【業務影響】建議評估是否需要臨時下...]
    n16[recommendations.append('【業務影響】建議啟動業務連續性計畫...]
    n17[]
    n18{if compliance_tags}
    n19[compliance_str = ', '.join(co...]
    n20[recommendations.append(f'【合規要求】此系統受 &#123...]
    n21{if 'pci-dss' in [tag.lower&#4...}
    n22[recommendations.append('【PCI-DSS】嚴重及高風險漏洞...]
    n23[]
    n24{if 'gdpr' in [tag.lower(&...}
    n25[recommendations.append('【GDPR】涉及個資的漏洞需在72...]
    n26[]
    n27[]
    n28[vuln_types_seen = set()]
    n29{for finding in priority_findings...}
    n30[vuln_type = finding.get('vulnera...]
    n31{if vuln_type not in vuln_types...}
    n32[vuln_types_seen.add(vuln_type)]
    n33[specific_rec = self._get_specific_r...]
    n34{if specific_rec}
    n35[recommendations.append(f'【技術建議】{spec...]
    n36[]
    n37[]
    n38[]
    n39{if severity_counts['medium'&#...}
    n40[recommendations.append(f"【改善計畫】規劃修復 {se...]
    n41[]
    n42{if overall_risk_level == 'low'...}
    n43[recommendations.append('【良好】繼續保持現有安全實踐&am...]
    n44[]
    n45{if environment == 'production'}
    n46[recommendations.append('【預防】建議實施持續安全監控和定期...]
    n47[]
    n48[return recommendations if recommendat...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n27
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 -->|Yes| n30
    n29 -->|No| n38
    n30 --> n31
    n31 -->|Yes| n32
    n31 -->|No| n37
    n32 --> n33
    n33 --> n34
    n34 -->|Yes| n35
    n34 -->|No| n36
    n35 --> n36
    n36 --> n37
    n37 --> n29
    n38 --> n39
    n39 -->|Yes| n40
    n39 -->|No| n41
    n40 --> n41
    n41 --> n42
    n42 -->|Yes| n43
    n42 -->|No| n44
    n43 --> n44
    n44 --> n45
    n45 -->|Yes| n46
    n45 -->|No| n47
    n46 --> n47
    n47 --> n48
    n48 --> n2
866. integration aiva integration analysis risk assessment engine Function generate impact summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成業務影響摘要\n\n Args:\n ...] n4[summary_parts = []] n5{if financial_loss > 0} n6[summary_parts.append(f'潛在財務損失 ${fina...] n7[] n8{if affected_users > 0} n9[summary_parts.append(f'可能影響 {affecte...] n10[] n11{if disruption_risk in ['high'...} n12[summary_parts.append(f'業務中斷風險: {disr...] n13[] n14{if reputation_impact in ['high...} n15[summary_parts.append(f'聲譽影響: {reputa...] n16[] n17[return '；'.join(summary_parts...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成業務影響摘要\n\n        Args:\n       ...]
    n4[summary_parts = []]
    n5{if financial_loss > 0}
    n6[summary_parts.append(f'潛在財務損失 ${fina...]
    n7[]
    n8{if affected_users > 0}
    n9[summary_parts.append(f'可能影響 {affecte...]
    n10[]
    n11{if disruption_risk in ['high'...}
    n12[summary_parts.append(f'業務中斷風險: {disr...]
    n13[]
    n14{if reputation_impact in ['high...}
    n15[summary_parts.append(f'聲譽影響: {reputa...]
    n16[]
    n17[return '；'.join(summary_parts...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n2
867. integration aiva integration analysis risk assessment engine Function generate recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成風險緩解建議'] n4[recommendations = []] n5{if severity_counts['critical'...} n6[recommendations.append(f"立即處理 {severity...] n7[] n8{if severity_counts['high']...} n9[recommendations.append(f"優先處理 {severity...] n10[] n11{if risk_level in ['critical',...} n12[recommendations.append('建議考慮暫時下線相關功能直至漏洞修...] n13[] n14{if risk_level == 'critical'} n15[recommendations.append('建議啟動緊急響應程序&&#...] n16[recommendations.append('建議進行額外的安全加固措施&...] n17[] n18{if not recommendations} n19[recommendations.append('繼續保持良好的安全實踐&&...] n20[] n21[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成風險緩解建議']
    n4[recommendations = []]
    n5{if severity_counts['critical'...}
    n6[recommendations.append(f"立即處理 {severity...]
    n7[]
    n8{if severity_counts['high'&#93...}
    n9[recommendations.append(f"優先處理 {severity...]
    n10[]
    n11{if risk_level in ['critical',...}
    n12[recommendations.append('建議考慮暫時下線相關功能直至漏洞修...]
    n13[]
    n14{if risk_level == 'critical'}
    n15[recommendations.append('建議啟動緊急響應程序&&#...]
    n16[recommendations.append('建議進行額外的安全加固措施&amp...]
    n17[]
    n18{if not recommendations}
    n19[recommendations.append('繼續保持良好的安全實踐&&...]
    n20[]
    n21[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 --> n2
868. integration aiva integration analysis risk assessment engine Function get specific recommendation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據漏洞類型提供具體技術建議\n\n Args:\n ...] n4[recommendations_map = {'sql_injection&am...] n5[return recommendations_map.get(vuln_t...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據漏洞類型提供具體技術建議\n\n        Args:\n ...]
    n4[recommendations_map = {'sql_injection&am...]
    n5[return recommendations_map.get(vuln_t...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
869. integration aiva integration analysis risk assessment engine Function assess risk
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 綜合風險評估（增強版）\n\n Args:\n ...] n4{if not findings} n5[return {'overall_risk_score'...] n6[] n7[environment = context.get('environ...] n8[business_criticality = context.get('busin...] n9[data_sensitivity = context.get('data_se...] n10[asset_exposure = context.get('asset_e...] n11[compliance_tags = context.get('complia...] n12[asset_value = context.get('asset_v...] n13[user_base = context.get('user_ba...] n14[env_multiplier = self._environment_mu...] n15[business_multiplier = self._business_criti...] n16[data_multiplier = self._data_sensitivi...] n17[exposure_multiplier = self._exposure_multi...] n18[compliance_multiplier = 1.0] n19{for tag in compliance_tags} n20[tag_lower = tag.lower()] n21{if tag_lower in self._complian...} n22[compliance_multiplier = max(compliance_multi...] n23[] n24[] n25[context_multiplier = env_multiplier * 0.3...] n26[logger.info(f'Context multipliers - Env: ...] n27[total_risk_score = 0.0] n28[business_risk_score = 0.0] n29[technical_risk_score = 0.0] n30[priority_findings = []] n31[severity_counts = {'critical&#39...] n32{for finding in findings} n33[severity = finding.get('severit...] n34{if severity not in self._risk_...} n35[severity = 'low'] n36[] n37[base_score = self._risk_matrix[se...] n38[technical_risk_score += base_score] n39[exploitability = finding.get('exploit...] n40[exploit_multiplier = self._exploitability...] n41[adjusted_tech_score = base_score * exploit...] n42[adjusted_business_score = adjusted_tech_score ...] n43{if asset_value > 0 or user_bas...} n44[impact_factor = self._calculate_busi...] n45[adjusted_business_score *= impact_factor] n46[] n47[finding['calculated_technical_risk_score&...] n48[finding['calculated_business_risk_score&a...] n49[finding['context_multiplier'&...] n50[total_risk_score += adjusted_business_score] n51[business_risk_score += adjusted_business_score] n52[severity_counts[severity] += 1] n53{if severity in ['critical', &...} n54[priority_findings.append(finding)] n55[] n56[] n57[priority_findings.sort(key=lambda x: x.get(&&...] n58[avg_business_risk = business_risk_score ...] n59[overall_risk_level = self._determine_risk...] n60[recommendations = self._generate_enhan...] n61[business_impact = self._estimate_busin...] n62[result = {'overall_risk_score...] n63[logger.info(f'Risk assessment completed: ...] n64[return result] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n24 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n19 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n56 n33 --> n34 n34 -->|Yes| n35 n34 -->|No| n36 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 -->|Yes| n44 n43 -->|No| n46 n44 --> n45 n45 --> n46 n46 --> n47 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n52 n52 --> n53 n53 -->|Yes| n54 n53 -->|No| n55 n54 --> n55 n55 --> n32 n56 --> n57 n57 --> n58 n58 --> n59 n59 --> n60 n60 --> n61 n61 --> n62 n62 --> n63 n63 --> n64 n64 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        綜合風險評估（增強版）\n\n        Args:\n    ...]
    n4{if not findings}
    n5[return {'overall_risk_score'...]
    n6[]
    n7[environment = context.get('environ...]
    n8[business_criticality = context.get('busin...]
    n9[data_sensitivity = context.get('data_se...]
    n10[asset_exposure = context.get('asset_e...]
    n11[compliance_tags = context.get('complia...]
    n12[asset_value = context.get('asset_v...]
    n13[user_base = context.get('user_ba...]
    n14[env_multiplier = self._environment_mu...]
    n15[business_multiplier = self._business_criti...]
    n16[data_multiplier = self._data_sensitivi...]
    n17[exposure_multiplier = self._exposure_multi...]
    n18[compliance_multiplier = 1.0]
    n19{for tag in compliance_tags}
    n20[tag_lower = tag.lower()]
    n21{if tag_lower in self._complian...}
    n22[compliance_multiplier = max(compliance_multi...]
    n23[]
    n24[]
    n25[context_multiplier = env_multiplier * 0.3...]
    n26[logger.info(f'Context multipliers - Env: ...]
    n27[total_risk_score = 0.0]
    n28[business_risk_score = 0.0]
    n29[technical_risk_score = 0.0]
    n30[priority_findings = []]
    n31[severity_counts = {'critical&#39...]
    n32{for finding in findings}
    n33[severity = finding.get('severit...]
    n34{if severity not in self._risk_...}
    n35[severity = 'low']
    n36[]
    n37[base_score = self._risk_matrix[se...]
    n38[technical_risk_score += base_score]
    n39[exploitability = finding.get('exploit...]
    n40[exploit_multiplier = self._exploitability...]
    n41[adjusted_tech_score = base_score * exploit...]
    n42[adjusted_business_score = adjusted_tech_score ...]
    n43{if asset_value > 0 or user_bas...}
    n44[impact_factor = self._calculate_busi...]
    n45[adjusted_business_score *= impact_factor]
    n46[]
    n47[finding['calculated_technical_risk_score&...]
    n48[finding['calculated_business_risk_score&a...]
    n49[finding['context_multiplier'&...]
    n50[total_risk_score += adjusted_business_score]
    n51[business_risk_score += adjusted_business_score]
    n52[severity_counts[severity] += 1]
    n53{if severity in ['critical', &...}
    n54[priority_findings.append(finding)]
    n55[]
    n56[]
    n57[priority_findings.sort(key=lambda x: x.get(&&...]
    n58[avg_business_risk = business_risk_score ...]
    n59[overall_risk_level = self._determine_risk...]
    n60[recommendations = self._generate_enhan...]
    n61[business_impact = self._estimate_busin...]
    n62[result = {'overall_risk_score...]
    n63[logger.info(f'Risk assessment completed: ...]
    n64[return result]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n24
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n19
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n56
    n33 --> n34
    n34 -->|Yes| n35
    n34 -->|No| n36
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 -->|Yes| n44
    n43 -->|No| n46
    n44 --> n45
    n45 --> n46
    n46 --> n47
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n52
    n52 --> n53
    n53 -->|Yes| n54
    n53 -->|No| n55
    n54 --> n55
    n55 --> n32
    n56 --> n57
    n57 --> n58
    n58 --> n59
    n59 --> n60
    n60 --> n61
    n61 --> n62
    n62 --> n63
    n63 --> n64
    n64 --> n2
870. integration aiva integration analysis risk assessment engine Function compare risk trends
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['比較風險趨勢變化'] n4[current_score = current_assessment.g...] n5[previous_score = previous_assessment....] n6[score_change = current_score - prev...] n7[trend = 'stable'] n8{if score_change > 1} n9[trend = 'increasing'] n10{if score_change < -1} n11[trend = 'decreasing'] n12[] n13[] n14[return {'current_score': cur...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n13 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['比較風險趨勢變化']
    n4[current_score = current_assessment.g...]
    n5[previous_score = previous_assessment....]
    n6[score_change = current_score - prev...]
    n7[trend = 'stable']
    n8{if score_change > 1}
    n9[trend = 'increasing']
    n10{if score_change < -1}
    n11[trend = 'decreasing']
    n12[]
    n13[]
    n14[return {'current_score': cur...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n13
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
871. integration aiva integration analysis vuln correlation analyzer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._correlation_rules = {'xss&#...] n4[self._attack_chains = [['info_disclos...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._correlation_rules = {'xss&&#35...]
    n4[self._attack_chains = [['info_disclos...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
872. integration aiva integration analysis vuln correlation analyzer Function analyze location clusters
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析漏洞位置聚集情況'] n4[clusters = []] n5{for (location, findings) in vulns_by_location...} n6{if len(findings) > 1} n7[vuln_types = {f.get('vulnerabilit...] n8[clusters.append({'location&#...] n9[] n10[] n11[return sorted(clusters, key=lambda x:...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析漏洞位置聚集情況']
    n4[clusters = []]
    n5{for (location, findings) in vulns_by_location...}
    n6{if len(findings) > 1}
    n7[vuln_types = {f.get('vulnerabilit...]
    n8[clusters.append({'location&#...]
    n9[]
    n10[]
    n11[return sorted(clusters, key=lambda x:...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
873. integration aiva integration analysis vuln correlation analyzer Function are vulnerability types compatible
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查 SAST 和 DAST 的漏洞類型是否匹配'] n4[type_mappings = {'sql_injection&#...] n5[sast_normalized = sast_type.replace('-...] n6[dast_normalized = dast_type.replace('-...] n7{if sast_normalized == dast_nor...} n8[return True] n9[] n10{for (category, variants) in type_mappings.ite...} n11{if sast_normalized in variants...} n12[return True] n13[] n14[] n15[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n10 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查 SAST 和 DAST 的漏洞類型是否匹配']
    n4[type_mappings = {'sql_injection&&#35...]
    n5[sast_normalized = sast_type.replace('-...]
    n6[dast_normalized = dast_type.replace('-...]
    n7{if sast_normalized == dast_nor...}
    n8[return True]
    n9[]
    n10{for (category, variants) in type_mappings.ite...}
    n11{if sast_normalized in variants...}
    n12[return True]
    n13[]
    n14[]
    n15[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n10
    n14 --> n15
    n15 --> n2
874. integration aiva integration analysis vuln correlation analyzer Function calculate flow impact
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算資料流的影響等級'] n4[sast_severity = sast_finding.get('se...] n5[dast_severity = dast_finding.get('se...] n6[severity_order = ['LOW', &...] n7[sast_level = severity_order.index...] n8[dast_level = severity_order.index...] n9[max_level = max(sast_level, dast...] n10[confirmed_level = min(max_level + 1, l...] n11[return severity_order[confirmed_level...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算資料流的影響等級']
    n4[sast_severity = sast_finding.get('se...]
    n5[dast_severity = dast_finding.get('se...]
    n6[severity_order = ['LOW', &amp...]
    n7[sast_level = severity_order.index...]
    n8[dast_level = severity_order.index...]
    n9[max_level = max(sast_level, dast...]
    n10[confirmed_level = min(max_level + 1, l...]
    n11[return severity_order[confirmed_level...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
875. integration aiva integration analysis vuln correlation analyzer Function calculate risk amplification
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算風險放大係數'] n4[base_amplification = 1.0] n5{for group in correlation_groups} n6[multiplier = group.get('multiplie...] n7[related_count = len(group.get('relat...] n8[base_amplification += (multiplier - 1.0) * (r...] n9[] n10{for chain in attack_chains} n11[chain_risk = chain.get('chain_ris...] n12[base_amplification += chain_risk / 20] n13[] n14[return round(min(base_amplification, ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 --> n7 n7 --> n8 n8 --> n5 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n10 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算風險放大係數']
    n4[base_amplification = 1.0]
    n5{for group in correlation_groups}
    n6[multiplier = group.get('multiplie...]
    n7[related_count = len(group.get('relat...]
    n8[base_amplification += (multiplier - 1.0) * (r...]
    n9[]
    n10{for chain in attack_chains}
    n11[chain_risk = chain.get('chain_ris...]
    n12[base_amplification += chain_risk / 20]
    n13[]
    n14[return round(min(base_amplification, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 --> n7
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n10
    n13 --> n14
    n14 --> n2
876. integration aiva integration analysis vuln correlation analyzer Function check path correlation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查 SAST 程式碼位置與 DAST URL 路徑是否相關'] n4[code_file = sast_location.get('c...] n5[url = dast_location.get('u...] n6{if not code_file or not url} n7[return False] n8[] n9[from urllib.parse import urlparse] n10[parsed_url = urlparse(url)] n11[url_path = parsed_url.path] n12[url_segments = [seg for seg in url_...] n13[code_segments = [seg for seg in code...] n14[common_segments = set(url_segments) & ...] n15[return len(common_segments) > 0] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查 SAST 程式碼位置與 DAST URL 路徑是否相關']
    n4[code_file = sast_location.get('c...]
    n5[url = dast_location.get('u...]
    n6{if not code_file or not url}
    n7[return False]
    n8[]
    n9[from urllib.parse import urlparse]
    n10[parsed_url = urlparse(url)]
    n11[url_path = parsed_url.path]
    n12[url_segments = [seg for seg in url_...]
    n13[code_segments = [seg for seg in code...]
    n14[common_segments = set(url_segments) & ...]
    n15[return len(common_segments) > 0]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
877. integration aiva integration analysis vuln correlation analyzer Function count severities
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['統計嚴重程度分布'] n4[severity_counts = defaultdict(int)] n5{for finding in findings} n6[severity = finding.get('severit...] n7[severity_counts[severity] += 1] n8[] n9[return dict(severity_counts)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['統計嚴重程度分布']
    n4[severity_counts = defaultdict(int)]
    n5{for finding in findings}
    n6[severity = finding.get('severit...]
    n7[severity_counts[severity] += 1]
    n8[]
    n9[return dict(severity_counts)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
878. integration aiva integration analysis vuln correlation analyzer Function describe attack chain
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['描述攻擊鏈'] n4[chain_str = ' → '.join(chain_...] n5{if chain_pattern == ['info_dis...} n6[return '資訊洩露 → SQL注入 → 權限提升攻擊鏈'] n7{if chain_pattern == ['xss', &...} n8[return 'XSS → CSRF → 帳號接管攻擊鏈'] n9{if chain_pattern == ['ssrf', ...} n10[return 'SSRF → 埠掃描 → 橫向移動攻擊鏈'] n11{if chain_pattern == ['lfi', &...} n12[return 'LFI → 檔案洩露 → 遠端代碼執行攻擊鏈'] n13[return chain_str] n14[] n15[] n16[] n17[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n17 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n16 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n15 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['描述攻擊鏈']
    n4[chain_str = ' → '.join(chain_...]
    n5{if chain_pattern == ['info_dis...}
    n6[return '資訊洩露 → SQL注入 → 權限提升攻擊鏈']
    n7{if chain_pattern == ['xss', &...}
    n8[return 'XSS → CSRF → 帳號接管攻擊鏈']
    n9{if chain_pattern == ['ssrf', ...}
    n10[return 'SSRF → 埠掃描 → 橫向移動攻擊鏈']
    n11{if chain_pattern == ['lfi', &...}
    n12[return 'LFI → 檔案洩露 → 遠端代碼執行攻擊鏈']
    n13[return chain_str]
    n14[]
    n15[]
    n16[]
    n17[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n17
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n16
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n15
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
879. integration aiva integration analysis vuln correlation analyzer Function find correlation groups
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['尋找相關的漏洞組合'] n4[correlation_groups = []] n5{for (vuln_type, findings) in vulns_by_type.ite...} n6{if vuln_type in self._correlat...} n7[rule = self._correlation_ru...] n8[related = rule.get('related_ty...] n9{if isinstance(related, str)} n10[related_types = [related]] n11{if isinstance(related, list | ...} n12[related_types = list(related)] n13[related_types = []] n14[] n15[] n16[found_related = []] n17{for related_type in related_types} n18{if related_type in vulns_by_type} n19[found_related.append({'type&#...] n20[] n21[] n22{if found_related} n23[raw_multiplier = rule.get('multiplier...] n24[multiplier = 1.0] n25{if isinstance(raw_multiplier, ...} n26[multiplier = float(raw_multiplier...] n27{if isinstance(raw_multiplier, ...} n28[try] n29[multiplier = float(raw_multiplier...] n30[] n31[except ValueError] n32[multiplier = 1.0] n33[] n34[] n35[correlation_groups.append({'primary_...] n36[] n37[] n38[] n39[return correlation_groups] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n38 n6 -->|Yes| n7 n6 -->|No| n37 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n15 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n21 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n17 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n36 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n34 n27 -->|Yes| n28 n27 -->|No| n33 n28 --> n29 n28 --> n31 n29 --> n30 n30 --> n33 n31 --> n32 n32 --> n30 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n5 n38 --> n39 n39 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['尋找相關的漏洞組合']
    n4[correlation_groups = []]
    n5{for (vuln_type, findings) in vulns_by_type.ite...}
    n6{if vuln_type in self._correlat...}
    n7[rule = self._correlation_ru...]
    n8[related = rule.get('related_ty...]
    n9{if isinstance(related, str)}
    n10[related_types = [related]]
    n11{if isinstance(related, list | ...}
    n12[related_types = list(related)]
    n13[related_types = []]
    n14[]
    n15[]
    n16[found_related = []]
    n17{for related_type in related_types}
    n18{if related_type in vulns_by_type}
    n19[found_related.append({'type&&#35...]
    n20[]
    n21[]
    n22{if found_related}
    n23[raw_multiplier = rule.get('multiplier...]
    n24[multiplier = 1.0]
    n25{if isinstance(raw_multiplier, ...}
    n26[multiplier = float(raw_multiplier...]
    n27{if isinstance(raw_multiplier, ...}
    n28[try]
    n29[multiplier = float(raw_multiplier...]
    n30[]
    n31[except ValueError]
    n32[multiplier = 1.0]
    n33[]
    n34[]
    n35[correlation_groups.append({'primary_...]
    n36[]
    n37[]
    n38[]
    n39[return correlation_groups]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n38
    n6 -->|Yes| n7
    n6 -->|No| n37
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n15
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n21
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n17
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n36
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n34
    n27 -->|Yes| n28
    n27 -->|No| n33
    n28 --> n29
    n28 --> n31
    n29 --> n30
    n30 --> n33
    n31 --> n32
    n32 --> n30
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n5
    n38 --> n39
    n39 --> n2
880. integration aiva integration analysis vuln correlation analyzer Function generate correlation summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成相關性分析摘要'] n4[return {'has_correlations': ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成相關性分析摘要']
    n4[return {'has_correlations': ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
881. integration aiva integration analysis vuln correlation analyzer Function generate root cause recommendation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成根因修復建議'] n4[comp_type = component['type'&...] n5[comp_name = component['name'&...] n6[count = component['count']] n7[return f"建議重點審查和修復 {comp_type} &&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成根因修復建議']
    n4[comp_type = component['type'&...]
    n5[comp_name = component['name'&...]
    n6[count = component['count']]
    n7[return f"建議重點審查和修復 {comp_type} &&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
882. integration aiva integration analysis vuln correlation analyzer Function identify attack chains
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['識別可能的攻擊鏈'] n4[identified_chains = []] n5{for chain_pattern in self._attack_chains} n6[chain_matches = []] n7[complete_chain = True] n8{for step in chain_pattern} n9{if step in vulns_by_type} n10[chain_matches.append({'step&#...] n11[complete_chain = False] n12[break] n13[] n14[] n15{if complete_chain} n16[total_findings = 0] n17{for match in chain_matches} n18[count = match.get('count', 0...] n19{if isinstance(count, int)} n20[total_findings += count] n21[] n22[] n23[chain_risk = len(chain_pattern) *...] n24[identified_chains.append({'pattern&a...] n25[] n26[] n27[return sorted(identified_chains, key=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n26 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n14 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n13 n11 --> n12 n12 --> n13 n13 --> n8 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n25 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n22 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n17 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n5 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['識別可能的攻擊鏈']
    n4[identified_chains = []]
    n5{for chain_pattern in self._attack_chains}
    n6[chain_matches = []]
    n7[complete_chain = True]
    n8{for step in chain_pattern}
    n9{if step in vulns_by_type}
    n10[chain_matches.append({'step&&#35...]
    n11[complete_chain = False]
    n12[break]
    n13[]
    n14[]
    n15{if complete_chain}
    n16[total_findings = 0]
    n17{for match in chain_matches}
    n18[count = match.get('count', 0...]
    n19{if isinstance(count, int)}
    n20[total_findings += count]
    n21[]
    n22[]
    n23[chain_risk = len(chain_pattern) *...]
    n24[identified_chains.append({'pattern&a...]
    n25[]
    n26[]
    n27[return sorted(identified_chains, key=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n26
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n14
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n13
    n11 --> n12
    n12 --> n13
    n13 --> n8
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n25
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n22
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n17
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n5
    n26 --> n27
    n27 --> n2
883. integration aiva integration analysis vuln correlation analyzer Function identify common components
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['識別共用的程式碼元件'] n4[functions = []] n5[classes = []] n6[modules = []] n7{for finding in findings} n8[location = finding.get('locatio...] n9[functions.append(location.get('functi...] n10[classes.append(location.get('class_na...] n11[modules.append(location.get('module_n...] n12[] n13[function_counts = defaultdict(int)] n14[class_counts = defaultdict(int)] n15[module_counts = defaultdict(int)] n16{for func in functions} n17{if func} n18[function_counts[func] += 1] n19[] n20[] n21{for cls in classes} n22{if cls} n23[class_counts[cls] += 1] n24[] n25[] n26{for mod in modules} n27{if mod} n28[module_counts[mod] += 1] n29[] n30[] n31{if function_counts and max(fun...} n32[common_func = max(function_counts....] n33[return {'type': &#39...] n34[] n35{if class_counts and max(class_...} n36[common_class = max(class_counts.ite...] n37[return {'type': &#39...] n38[] n39{if module_counts and max(modul...} n40[common_module = max(module_counts.it...] n41[return {'type': &#39...] n42[] n43[return None] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n20 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n16 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n25 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n21 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n30 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n26 n30 --> n31 n31 -->|Yes| n32 n31 -->|No| n34 n32 --> n33 n33 --> n34 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n38 n36 --> n37 n37 --> n38 n38 --> n39 n39 -->|Yes| n40 n39 -->|No| n42 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['識別共用的程式碼元件']
    n4[functions = []]
    n5[classes = []]
    n6[modules = []]
    n7{for finding in findings}
    n8[location = finding.get('locatio...]
    n9[functions.append(location.get('functi...]
    n10[classes.append(location.get('class_na...]
    n11[modules.append(location.get('module_n...]
    n12[]
    n13[function_counts = defaultdict(int)]
    n14[class_counts = defaultdict(int)]
    n15[module_counts = defaultdict(int)]
    n16{for func in functions}
    n17{if func}
    n18[function_counts[func] += 1]
    n19[]
    n20[]
    n21{for cls in classes}
    n22{if cls}
    n23[class_counts[cls] += 1]
    n24[]
    n25[]
    n26{for mod in modules}
    n27{if mod}
    n28[module_counts[mod] += 1]
    n29[]
    n30[]
    n31{if function_counts and max(fun...}
    n32[common_func = max(function_counts....]
    n33[return {'type': &#39...]
    n34[]
    n35{if class_counts and max(class_...}
    n36[common_class = max(class_counts.ite...]
    n37[return {'type': &#39...]
    n38[]
    n39{if module_counts and max(modul...}
    n40[common_module = max(module_counts.it...]
    n41[return {'type': &#39...]
    n42[]
    n43[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n20
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n16
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n25
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n21
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n30
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n26
    n30 --> n31
    n31 -->|Yes| n32
    n31 -->|No| n34
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n38
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 -->|Yes| n40
    n39 -->|No| n42
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 --> n2
884. integration aiva integration analysis vuln correlation analyzer Function analyze code level root cause
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 程式碼層面的根因分析\n \n 識別多個...] n4{if not findings} n5[return {'root_causes': [...] n6[] n7[code_path_groups = defaultdict(list)] n8{for finding in findings} n9[location = finding.get('locatio...] n10[file_path = location.get('file_p...] n11{if file_path} n12[code_path_groups[file_path].append(finding)] n13[] n14[] n15[root_causes = []] n16[derived_vulnerabilities = []] n17{for (file_path, file_findings) in code_path_group...} n18{if len(file_findings) < 2} n19[continue] n20[] n21[common_components = self._identify_commo...] n22{if common_components} n23[root_cause = {'component_type&#3...] n24[root_causes.append(root_cause)] n25{for finding in file_findings} n26[derived_vulnerabilities.append({'vul...] n27[] n28[] n29[] n30[logger.info(f'Root cause analysis found &...] n31[return {'root_causes': root_...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n14 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n8 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n29 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n28 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n25 n27 --> n28 n28 --> n17 n29 --> n30 n30 --> n31 n31 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        程式碼層面的根因分析\n        \n        識別多個...]
    n4{if not findings}
    n5[return {'root_causes': [...]
    n6[]
    n7[code_path_groups = defaultdict(list)]
    n8{for finding in findings}
    n9[location = finding.get('locatio...]
    n10[file_path = location.get('file_p...]
    n11{if file_path}
    n12[code_path_groups[file_path].append(finding)]
    n13[]
    n14[]
    n15[root_causes = []]
    n16[derived_vulnerabilities = []]
    n17{for (file_path, file_findings) in code_path_group...}
    n18{if len(file_findings) < 2}
    n19[continue]
    n20[]
    n21[common_components = self._identify_commo...]
    n22{if common_components}
    n23[root_cause = {'component_type&#3...]
    n24[root_causes.append(root_cause)]
    n25{for finding in file_findings}
    n26[derived_vulnerabilities.append({'vul...]
    n27[]
    n28[]
    n29[]
    n30[logger.info(f'Root cause analysis found &...]
    n31[return {'root_causes': root_...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n14
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n8
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n29
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n28
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n25
    n27 --> n28
    n28 --> n17
    n29 --> n30
    n30 --> n31
    n31 --> n2
885. integration aiva integration analysis vuln correlation analyzer Function analyze correlations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析漏洞相關性\n\n Args:\n ...] n4{if not findings} n5[return {'total_findings': 0,...] n6[] n7[vulns_by_type = defaultdict(list)] n8[vulns_by_location = defaultdict(list)] n9{for finding in findings} n10[vuln_type = finding.get('vulnera...] n11[location = finding.get('locatio...] n12[vulns_by_type[vuln_type].append(finding)] n13[url_path = location.get('url'...] n14[vulns_by_location[url_path].append(finding)] n15[] n16[correlation_groups = self._find_correlati...] n17[attack_chains = self._identify_attac...] n18[location_clusters = self._analyze_locati...] n19[risk_amplification = self._calculate_risk...] n20[result = {'total_findings': ...] n21[logger.info(f'Correlation analysis comple...] n22[return result] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n15 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n9 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析漏洞相關性\n\n        Args:\n        ...]
    n4{if not findings}
    n5[return {'total_findings': 0,...]
    n6[]
    n7[vulns_by_type = defaultdict(list)]
    n8[vulns_by_location = defaultdict(list)]
    n9{for finding in findings}
    n10[vuln_type = finding.get('vulnera...]
    n11[location = finding.get('locatio...]
    n12[vulns_by_type[vuln_type].append(finding)]
    n13[url_path = location.get('url'...]
    n14[vulns_by_location[url_path].append(finding)]
    n15[]
    n16[correlation_groups = self._find_correlati...]
    n17[attack_chains = self._identify_attac...]
    n18[location_clusters = self._analyze_locati...]
    n19[risk_amplification = self._calculate_risk...]
    n20[result = {'total_findings': ...]
    n21[logger.info(f'Correlation analysis comple...]
    n22[return result]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n15
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n9
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
886. integration aiva integration analysis vuln correlation analyzer Function analyze sast dast correlation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n SAST-DAST 資料流關聯分析\n \n ...] n4{if not findings} n5[return {'confirmed_flows': &...] n6[] n7[sast_findings = []] n8[dast_findings = []] n9{for finding in findings} n10[scan_type = finding.get('scan_ty...] n11[vuln_type = finding.get('vulnera...] n12{if scan_type == 'sast' or &&#...} n13[sast_findings.append(finding)] n14{if scan_type == 'dast' or &&#...} n15[dast_findings.append(finding)] n16[] n17[] n18[] n19[confirmed_flows = []] n20[unconfirmed_sast = list(sast_findings)] n21[orphan_dast = list(dast_findings)] n22{for sast_finding in sast_findings} n23[sast_location = sast_finding.get('lo...] n24[sast_vuln_type = sast_finding.get('vu...] n25{for dast_finding in dast_findings} n26[dast_location = dast_finding.get('lo...] n27[dast_vuln_type = dast_finding.get('vu...] n28{if self._are_vulnerability_typ...} n29{if self._check_path_correlatio...} n30[confirmed_flow = {'sast_finding_id&&...] n31[confirmed_flows.append(confirmed_flow)] n32{if sast_finding in unconfirmed...} n33[unconfirmed_sast.remove(sast_finding)] n34[] n35{if dast_finding in orphan_dast} n36[orphan_dast.remove(dast_finding)] n37[] n38[] n39[] n40[] n41[] n42[logger.info(f'SAST-DAST correlation: ...] n43[return {'confirmed_flows': c...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n18 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n17 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n9 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n41 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n40 n26 --> n27 n27 --> n28 n28 -->|Yes| n29 n28 -->|No| n39 n29 -->|Yes| n30 n29 -->|No| n38 n30 --> n31 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n34 n33 --> n34 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n37 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n25 n40 --> n22 n41 --> n42 n42 --> n43 n43 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        SAST-DAST 資料流關聯分析\n        \n     ...]
    n4{if not findings}
    n5[return {'confirmed_flows': &...]
    n6[]
    n7[sast_findings = []]
    n8[dast_findings = []]
    n9{for finding in findings}
    n10[scan_type = finding.get('scan_ty...]
    n11[vuln_type = finding.get('vulnera...]
    n12{if scan_type == 'sast' or &&#...}
    n13[sast_findings.append(finding)]
    n14{if scan_type == 'dast' or &&#...}
    n15[dast_findings.append(finding)]
    n16[]
    n17[]
    n18[]
    n19[confirmed_flows = []]
    n20[unconfirmed_sast = list(sast_findings)]
    n21[orphan_dast = list(dast_findings)]
    n22{for sast_finding in sast_findings}
    n23[sast_location = sast_finding.get('lo...]
    n24[sast_vuln_type = sast_finding.get('vu...]
    n25{for dast_finding in dast_findings}
    n26[dast_location = dast_finding.get('lo...]
    n27[dast_vuln_type = dast_finding.get('vu...]
    n28{if self._are_vulnerability_typ...}
    n29{if self._check_path_correlatio...}
    n30[confirmed_flow = {'sast_finding_id&&...]
    n31[confirmed_flows.append(confirmed_flow)]
    n32{if sast_finding in unconfirmed...}
    n33[unconfirmed_sast.remove(sast_finding)]
    n34[]
    n35{if dast_finding in orphan_dast}
    n36[orphan_dast.remove(dast_finding)]
    n37[]
    n38[]
    n39[]
    n40[]
    n41[]
    n42[logger.info(f'SAST-DAST correlation: &#12...]
    n43[return {'confirmed_flows': c...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n18
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n17
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n9
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n41
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n40
    n26 --> n27
    n27 --> n28
    n28 -->|Yes| n29
    n28 -->|No| n39
    n29 -->|Yes| n30
    n29 -->|No| n38
    n30 --> n31
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n34
    n33 --> n34
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n37
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n25
    n40 --> n22
    n41 --> n42
    n42 --> n43
    n43 --> n2
887. integration aiva integration attack path analyzer engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化引擎\n\n Args:\n ...] n4[self.driver = GraphDatabase.driver...] n5[logger.info(f'Connected to Neo4j at {...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化引擎\n\n        Args:\n          ...]
    n4[self.driver = GraphDatabase.driver...]
    n5[logger.info(f'Connected to Neo4j at &#123...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
888. integration aiva integration attack path analyzer engine Function calculate risk score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算風險分數\n\n Args:\n ...] n4[severity_scores = {Severity.CRITICAL.v...] n5[confidence_multiplier = {'CERTAIN&&#...] n6[base_score = severity_scores.get(...] n7[multiplier = confidence_multiplie...] n8[return base_score * multiplier] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算風險分數\n\n        Args:\n         ...]
    n4[severity_scores = {Severity.CRITICAL.v...]
    n5[confidence_multiplier = {'CERTAIN&&#...]
    n6[base_score = severity_scores.get(...]
    n7[multiplier = confidence_multiplie...]
    n8[return base_score * multiplier]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
889. integration aiva integration attack path analyzer engine Function create attack edges
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據漏洞類型建立攻擊邊\n\n Args:\n ...] n4[vuln_name = finding.vulnerabilit...] n5{if vuln_name == 'SSRF'} n6[session.run("\n MATCH (v:...] n7{if vuln_name == 'SQLI'} n8[session.run("\n MATCH (v:...] n9{if vuln_name in ['IDOR', &...} n10[session.run('\n MATCH (...] n11{if vuln_name == 'XSS'} n12[session.run("\n MATCH (v:...] n13[] n14[] n15[] n16[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n16 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n15 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據漏洞類型建立攻擊邊\n\n        Args:\n    ...]
    n4[vuln_name = finding.vulnerabilit...]
    n5{if vuln_name == 'SSRF'}
    n6[session.run("\n                MATCH (v:...]
    n7{if vuln_name == 'SQLI'}
    n8[session.run("\n                MATCH (v:...]
    n9{if vuln_name in ['IDOR', &amp...}
    n10[session.run('\n                MATCH &#40...]
    n11{if vuln_name == 'XSS'}
    n12[session.run("\n                MATCH (v:...]
    n13[]
    n14[]
    n15[]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n16
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n15
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
890. integration aiva integration attack path analyzer engine Function generate path description
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成攻擊路徑描述'] n4[steps = []] n5{for (i, node) in enumerate(nodes)} n6[node_labels = node.get('labels&#3...] n7[node_type = node_labels[0] if no...] n8[node_name = node.get('name', ...] n9{if i == 0} n10[steps.append(f'起點: {node_name} ...] n11{if i == len(nodes) - 1} n12[steps.append(f'目標: {node_name} ...] n13[edge = edges[i - 1] if i - ...] n14[edge_type = edge.get('type', ...] n15[steps.append(f'→ [{edge_type ...] n16[] n17[] n18[] n19[return ' '.join(steps)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n18 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n17 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n16 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n5 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成攻擊路徑描述']
    n4[steps = []]
    n5{for (i, node) in enumerate(nodes)}
    n6[node_labels = node.get('labels&#3...]
    n7[node_type = node_labels[0] if no...]
    n8[node_name = node.get('name', ...]
    n9{if i == 0}
    n10[steps.append(f'起點: {node_name} ...]
    n11{if i == len(nodes) - 1}
    n12[steps.append(f'目標: {node_name} ...]
    n13[edge = edges[i - 1] if i - ...]
    n14[edge_type = edge.get('type', ...]
    n15[steps.append(f'→ [{edge_type&#12...]
    n16[]
    n17[]
    n18[]
    n19[return ' '.join(steps)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n18
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n17
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n16
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n5
    n18 --> n19
    n19 --> n2
891. integration aiva integration attack path analyzer engine Function add asset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 新增資產節點\n\n Args:\n ...] n4[with self.driv...] n5[session.run('\n MERGE (...] n6[session.run("\n MATCH (at...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        新增資產節點\n\n        Args:\n         ...]
    n4[with self.driv...]
    n5[session.run('\n                MERGE &#40...]
    n6[session.run("\n                MATCH (at...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
892. integration aiva integration attack path analyzer engine Function add finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 新增漏洞發現,建立資產與漏洞的關聯\n\n Args:...] n4[with self.driv...] n5[session.run('\n MERGE (...] n6[target_url = str(finding.target.u...] n7[session.run("\n MATCH (v:...] n8[self._create_attack_edges(session, finding)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        新增漏洞發現,建立資產與漏洞的關聯\n\n        Args:...]
    n4[with self.driv...]
    n5[session.run('\n                MERGE &#40...]
    n6[target_url = str(finding.target.u...]
    n7[session.run("\n                MATCH (v:...]
    n8[self._create_attack_edges(session, finding)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
893. integration aiva integration attack path analyzer engine Function clear graph
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清空圖（危險操作,僅用於測試）'] n4[with self.driv...] n5[session.run('MATCH (n) DETACH DEL...] n6[logger.warning('Graph cleared!&#3...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清空圖（危險操作,僅用於測試）']
    n4[with self.driv...]
    n5[session.run('MATCH (n) DETACH DEL...]
    n6[logger.warning('Graph cleared!&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
894. integration aiva integration attack path analyzer engine Function close
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['關閉連線'] n4[self.driver.close()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['關閉連線']
    n4[self.driver.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
895. integration aiva integration attack path analyzer engine Function find attack paths
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 尋找從外部攻擊者到目標節點的攻擊路徑\n\n Args...] n4[with self.driv...] n5[query_str = f"\n ...] n6[result = session.run(query_st...] n7[paths = []] n8{for record in result} n9[path_data = record['path']] n10[nodes = [dict(node) for node...] n11[edges = [dict(rel) for rel i...] n12[description = self._generate_path_...] n13[paths.append(AttackPath(path_id=f'pat...] n14[] n15[logger.info(f'Found {len(paths&#...] n16[return paths] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n14 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n8 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        尋找從外部攻擊者到目標節點的攻擊路徑\n\n        Args...]
    n4[with self.driv...]
    n5[query_str = f"\n                ...]
    n6[result = session.run(query_st...]
    n7[paths = []]
    n8{for record in result}
    n9[path_data = record['path']]
    n10[nodes = [dict(node) for node...]
    n11[edges = [dict(rel) for rel i...]
    n12[description = self._generate_path_...]
    n13[paths.append(AttackPath(path_id=f'pat...]
    n14[]
    n15[logger.info(f'Found {len(paths&#...]
    n16[return paths]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n14
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n8
    n14 --> n15
    n15 --> n16
    n16 --> n2
896. integration aiva integration attack path analyzer engine Function find critical nodes
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 尋找圖中的關鍵節點（高中心性節點）\n\n Args:...] n4[with self.driv...] n5[query_str = '\n M...] n6[result = session.run(query_st...] n7[nodes = []] n8{for record in result} n9[node = dict(record['n' ...] n10[node['degree'] = record&#...] n11[nodes.append(node)] n12[] n13[return nodes] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 --> n10 n10 --> n11 n11 --> n8 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        尋找圖中的關鍵節點（高中心性節點）\n\n        Args:...]
    n4[with self.driv...]
    n5[query_str = '\n                M...]
    n6[result = session.run(query_st...]
    n7[nodes = []]
    n8{for record in result}
    n9[node = dict(record['n'&#9...]
    n10[node['degree'] = record&#...]
    n11[nodes.append(node)]
    n12[]
    n13[return nodes]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 --> n10
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 --> n2
897. integration aiva integration attack path analyzer engine Function get vulnerability statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取得漏洞統計資訊'] n4[with self.driv...] n5[result = session.run('\n ...] n6[stats: dict[str, Any] = {'total&...] n7{for record in result} n8[severity = record['severity'&...] n9[count = record['count']] n10[stats['by_severity'][...] n11[stats['total'] += count] n12[] n13[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取得漏洞統計資訊']
    n4[with self.driv...]
    n5[result = session.run('\n     ...]
    n6[stats: dict[str, Any] = {'total&...]
    n7{for record in result}
    n8[severity = record['severity'&...]
    n9[count = record['count']]
    n10[stats['by_severity'][...]
    n11[stats['total'] += count]
    n12[]
    n13[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n2
898. integration aiva integration attack path analyzer engine Function initialize graph
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化圖結構（建立索引和約束）'] n4[with self.driv...] n5[session.run('CREATE CONSTRAINT asset_id I...] n6[session.run('CREATE CONSTRAINT vuln_id IF...] n7[session.run('CREATE CONSTRAINT cred_id IF...] n8[session.run('CREATE INDEX asset_type IF N...] n9[session.run('CREATE INDEX vuln_severity I...] n10[session.run("\n MERGE (at...] n11[logger.info('Graph structure initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化圖結構（建立索引和約束）']
    n4[with self.driv...]
    n5[session.run('CREATE CONSTRAINT asset_id I...]
    n6[session.run('CREATE CONSTRAINT vuln_id IF...]
    n7[session.run('CREATE CONSTRAINT cred_id IF...]
    n8[session.run('CREATE INDEX asset_type IF N...]
    n9[session.run('CREATE INDEX vuln_severity I...]
    n10[session.run("\n                MERGE (at...]
    n11[logger.info('Graph structure initialized&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
899. integration aiva integration attack path analyzer nlp recommender Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化推薦器'] n4[self._vuln_descriptions = {'SQLI&...] n5[self._node_descriptions = {NodeType.ATTACKER: ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化推薦器']
    n4[self._vuln_descriptions = {'SQLI&&#3...]
    n5[self._node_descriptions = {NodeType.ATTACKER: ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
900. integration aiva integration attack path analyzer nlp recommender Function calculate priority score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算優先級分數\n\n 考慮因素:\n ...] n4[base_risk = min(path.total_risk_...] n5{if path.length <= 3} n6[length_score = 25] n7{if path.length <= 6} n8[length_score = 15] n9[length_score = 5] n10[] n11[] n12[target_node = path.nodes[-1] if pa...] n13[target_labels = target_node.get('lab...] n14[sensitivity_scores = {'Database&#...] n15[sensitivity_score = 0] n16{for label in target_labels} n17[sensitivity_score = max(sensitivity_scor...] n18[] n19[critical_vuln_count = sum((1 for node in p...] n20[vuln_score = min(critical_vuln_co...] n21[total_score = base_risk + length_s...] n22[return min(total_score, 100.0)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n11 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n16 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算優先級分數\n\n        考慮因素:\n        ...]
    n4[base_risk = min(path.total_risk_...]
    n5{if path.length <= 3}
    n6[length_score = 25]
    n7{if path.length <= 6}
    n8[length_score = 15]
    n9[length_score = 5]
    n10[]
    n11[]
    n12[target_node = path.nodes[-1] if pa...]
    n13[target_labels = target_node.get('lab...]
    n14[sensitivity_scores = {'Database&&#35...]
    n15[sensitivity_score = 0]
    n16{for label in target_labels}
    n17[sensitivity_score = max(sensitivity_scor...]
    n18[]
    n19[critical_vuln_count = sum((1 for node in p...]
    n20[vuln_score = min(critical_vuln_co...]
    n21[total_score = base_risk + length_s...]
    n22[return min(total_score, 100.0)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n11
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n16
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
901. integration aiva integration attack path analyzer nlp recommender Function determine risk level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['判斷風險等級'] n4{if priority_score >= 80 or pat...} n5[return RiskLevel.CRITICAL] n6{if priority_score >= 60 or pat...} n7[return RiskLevel.HIGH] n8{if priority_score >= 40 or pat...} n9[return RiskLevel.MEDIUM] n10[return RiskLevel.LOW] n11[] n12[] n13[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n13 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['判斷風險等級']
    n4{if priority_score >= 80 or pat...}
    n5[return RiskLevel.CRITICAL]
    n6{if priority_score >= 60 or pat...}
    n7[return RiskLevel.HIGH]
    n8{if priority_score >= 40 or pat...}
    n9[return RiskLevel.MEDIUM]
    n10[return RiskLevel.LOW]
    n11[]
    n12[]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n13
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
902. integration aiva integration attack path analyzer nlp recommender Function estimate effort
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['估算修復工作量'] n4[vuln_count = sum((1 for node in p...] n5[critical_count = sum((1 for node in p...] n6{if critical_count >= 2 or vuln...} n7[return '高 (預估 2-4 週，需要多個團隊協作)&...] n8{if critical_count >= 1 or vuln...} n9[return '中 (預估 1-2 週，需要開發和測試資源)&&#...] n10[return '低 (預估 2-5 天，可由單一團隊完成)&...] n11[] n12[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['估算修復工作量']
    n4[vuln_count = sum((1 for node in p...]
    n5[critical_count = sum((1 for node in p...]
    n6{if critical_count >= 2 or vuln...}
    n7[return '高 (預估 2-4 週，需要多個團隊協作)&&#3...]
    n8{if critical_count >= 1 or vuln...}
    n9[return '中 (預估 1-2 週，需要開發和測試資源)&&#...]
    n10[return '低 (預估 2-5 天，可由單一團隊完成)&&#3...]
    n11[]
    n12[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
903. integration aiva integration attack path analyzer nlp recommender Function estimate risk reduction
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 估算修復後的風險降低程度\n\n Returns:\n...] n4[risk_score = path.total_risk_scor...] n5{if risk_score >= 25} n6[return 95.0] n7{if risk_score >= 15} n8[return 85.0] n9{if risk_score >= 8} n10[return 70.0] n11[return 50.0] n12[] n13[] n14[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n14 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n13 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        估算修復後的風險降低程度\n\n        Returns:\n...]
    n4[risk_score = path.total_risk_scor...]
    n5{if risk_score >= 25}
    n6[return 95.0]
    n7{if risk_score >= 15}
    n8[return 85.0]
    n9{if risk_score >= 8}
    n10[return 70.0]
    n11[return 50.0]
    n12[]
    n13[]
    n14[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n14
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n13
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
904. integration aiva integration attack path analyzer nlp recommender Function extract affected assets
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取受影響的資產'] n4[assets = []] n5{for node in path.nodes} n6{if 'Asset' in node.get(&&...} n7[asset_value = node.get('value&#39...] n8[assets.append(asset_value)] n9[] n10[] n11[return assets] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取受影響的資產']
    n4[assets = []]
    n5{for node in path.nodes}
    n6{if 'Asset' in node.get(&&...}
    n7[asset_value = node.get('value&#39...]
    n8[assets.append(asset_value)]
    n9[]
    n10[]
    n11[return assets]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
905. integration aiva integration attack path analyzer nlp recommender Function generate business impact
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成業務影響說明'] n4[impact = '## 業務影響評估\n\n'] n5{if risk_level == RiskLevel.CRI...} n6[impact += '### 🚨 嚴重業務影響\n\n&&...] n7[impact += '此攻擊路徑若被利用，可能導致:\n\n'] n8[impact += '- **資料洩露風險**: 極高，敏感資料可能完全洩露\n&...] n9[impact += '- **服務中斷風險**: 高，可能導致服務完全停擺\n&&...] n10[impact += '- **財務損失**: 可能超過數百萬元，包含罰款、補償、商譽損失\...] n11[impact += '- **法規合規**: 可能違反 GDPR、PCI-DSS 等法規，...] n12[impact += '- **商譽損害**: 嚴重，可能導致客戶流失和媒體負面報導\n\n...] n13[impact += '**建議行動**: 立即召集緊急會議，24小時內完成修復\n&...] n14{if risk_level == RiskLevel.HIGH} n15[impact += '### ⚠️ 高度業務影響\n\n&...] n16[impact += '此攻擊路徑具有顯著風險:\n\n'] n17[impact += '- **資料洩露風險**: 高，部分敏感資料可能洩露\n&&...] n18[impact += '- **服務中斷風險**: 中等，可能影響部分服務\n&&#...] n19[impact += '- **財務損失**: 可能達到數十萬元\n'] n20[impact += '- **法規合規**: 需要注意合規風險\n'] n21[impact += '- **商譽損害**: 中等，需要謹慎處理\n\n&#...] n22[impact += '**建議行動**: 優先處理，一週內完成修復\n'] n23{if risk_level == RiskLevel.MEDIUM} n24[impact += '### ⚡ 中度業務影響\n\n&&...] n25[impact += '此攻擊路徑需要關注:\n\n'] n26[impact += '- **資料洩露風險**: 中等\n'] n27[impact += '- **服務中斷風險**: 低\n'] n28[impact += '- **財務損失**: 可能數萬元\n'] n29[impact += '- **商譽損害**: 有限\n\n'] n30[impact += '**建議行動**: 納入修復計劃，一個月內完成\n&#...] n31[impact += '### ℹ️ 低度業務影響\n\n&...] n32[impact += '此攻擊路徑風險較低，但仍需注意。\n\n'] n33[impact += '**建議行動**: 常規維護週期內處理\n'] n34[] n35[] n36[] n37[target_node = path.nodes[-1] if pa...] n38[target_labels = target_node.get('lab...] n39[impact += '\n### 受影響的利益相關者\n\n&am...] n40{if 'Database' in target_labels} n41[impact += '- **資料所有者**: 客戶、使用者\n'] n42[impact += '- **負責團隊**: 資安團隊、DBA 團隊、應用開發團隊\n&a...] n43[impact += '- **需通知對象**: CISO、法務、客服、公關\n&&...] n44{if 'InternalNetwork' in target...} n45[impact += '- **負責團隊**: 網路安全團隊、基礎架構團隊\n&&#...] n46[impact += '- **需通知對象**: CISO、IT 主管\n&#...] n47[impact += '- **負責團隊**: 資安團隊、應用開發團隊\n&#...] n48[impact += '- **需通知對象**: CISO、產品負責人\n&#...] n49[] n50[] n51[return impact] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n14 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n36 n14 -->|Yes| n15 n14 -->|No| n23 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n35 n23 -->|Yes| n24 n23 -->|No| n31 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n34 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n38 n38 --> n39 n39 --> n40 n40 -->|Yes| n41 n40 -->|No| n44 n41 --> n42 n42 --> n43 n43 --> n50 n44 -->|Yes| n45 n44 -->|No| n47 n45 --> n46 n46 --> n49 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成業務影響說明']
    n4[impact = '## 業務影響評估\n\n']
    n5{if risk_level == RiskLevel.CRI...}
    n6[impact += '### 🚨 嚴重業務影響\n\n&&...]
    n7[impact += '此攻擊路徑若被利用，可能導致:\n\n']
    n8[impact += '- **資料洩露風險**: 極高，敏感資料可能完全洩露\n&...]
    n9[impact += '- **服務中斷風險**: 高，可能導致服務完全停擺\n&&...]
    n10[impact += '- **財務損失**: 可能超過數百萬元，包含罰款、補償、商譽損失\...]
    n11[impact += '- **法規合規**: 可能違反 GDPR、PCI-DSS 等法規，...]
    n12[impact += '- **商譽損害**: 嚴重，可能導致客戶流失和媒體負面報導\n\n...]
    n13[impact += '**建議行動**: 立即召集緊急會議，24小時內完成修復\n&amp...]
    n14{if risk_level == RiskLevel.HIGH}
    n15[impact += '### ⚠️ 高度業務影響\n\n&...]
    n16[impact += '此攻擊路徑具有顯著風險:\n\n']
    n17[impact += '- **資料洩露風險**: 高，部分敏感資料可能洩露\n&&...]
    n18[impact += '- **服務中斷風險**: 中等，可能影響部分服務\n&&#...]
    n19[impact += '- **財務損失**: 可能達到數十萬元\n']
    n20[impact += '- **法規合規**: 需要注意合規風險\n']
    n21[impact += '- **商譽損害**: 中等，需要謹慎處理\n\n&&#35...]
    n22[impact += '**建議行動**: 優先處理，一週內完成修復\n']
    n23{if risk_level == RiskLevel.MEDIUM}
    n24[impact += '### ⚡ 中度業務影響\n\n&&...]
    n25[impact += '此攻擊路徑需要關注:\n\n']
    n26[impact += '- **資料洩露風險**: 中等\n']
    n27[impact += '- **服務中斷風險**: 低\n']
    n28[impact += '- **財務損失**: 可能數萬元\n']
    n29[impact += '- **商譽損害**: 有限\n\n']
    n30[impact += '**建議行動**: 納入修復計劃，一個月內完成\n&&#35...]
    n31[impact += '### ℹ️ 低度業務影響\n\n&...]
    n32[impact += '此攻擊路徑風險較低，但仍需注意。\n\n']
    n33[impact += '**建議行動**: 常規維護週期內處理\n']
    n34[]
    n35[]
    n36[]
    n37[target_node = path.nodes[-1] if pa...]
    n38[target_labels = target_node.get('lab...]
    n39[impact += '\n### 受影響的利益相關者\n\n&am...]
    n40{if 'Database' in target_labels}
    n41[impact += '- **資料所有者**: 客戶、使用者\n']
    n42[impact += '- **負責團隊**: 資安團隊、DBA 團隊、應用開發團隊\n&a...]
    n43[impact += '- **需通知對象**: CISO、法務、客服、公關\n&&...]
    n44{if 'InternalNetwork' in target...}
    n45[impact += '- **負責團隊**: 網路安全團隊、基礎架構團隊\n&&#...]
    n46[impact += '- **需通知對象**: CISO、IT 主管\n&&#35...]
    n47[impact += '- **負責團隊**: 資安團隊、應用開發團隊\n&&#35...]
    n48[impact += '- **需通知對象**: CISO、產品負責人\n&&#35...]
    n49[]
    n50[]
    n51[return impact]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n14
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n36
    n14 -->|Yes| n15
    n14 -->|No| n23
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n35
    n23 -->|Yes| n24
    n23 -->|No| n31
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n34
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 -->|Yes| n41
    n40 -->|No| n44
    n41 --> n42
    n42 --> n43
    n43 --> n50
    n44 -->|Yes| n45
    n44 -->|No| n47
    n45 --> n46
    n46 --> n49
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n2
906. integration aiva integration attack path analyzer nlp recommender Function generate executive summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成執行摘要（給管理層看的）'] n4[vuln_count = sum((1 for node in p...] n5[target_node = path.nodes[-1] if pa...] n6[target_type = self._get_node_type_...] n7[critical_vulns = [node.get('name&...] n8[risk_emoji = {RiskLevel.CRITICAL:...] n9[summary = f'{risk_emoji[risk_l...] n10{if risk_level in [RiskLevel.CR...} n11[summary += f'發現一條高風險攻擊路徑，外部攻擊者可透過 {vuln_...] n12[summary += f'最終到達 **{target_type}**...] n13[summary += f'發現一條潛在攻擊路徑，涉及 {vuln_count&#...] n14[summary += f'可能影響 **{target_type}**...] n15[] n16{if critical_vulns} n17[summary += f"\n\n**關鍵漏洞**: {', ...] n18{if len(critical_vulns) > 3} n19[summary += f' 及其他 {len(critical_vuln...] n20[] n21[] n22[summary += f'\n\n**路徑長度**: {path.length&...] n23[summary += f' | **風險評分**: {path.tot...] n24[return summary] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n21 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成執行摘要（給管理層看的）']
    n4[vuln_count = sum((1 for node in p...]
    n5[target_node = path.nodes[-1] if pa...]
    n6[target_type = self._get_node_type_...]
    n7[critical_vulns = [node.get('name&...]
    n8[risk_emoji = {RiskLevel.CRITICAL:...]
    n9[summary = f'{risk_emoji[risk_l...]
    n10{if risk_level in [RiskLevel.CR...}
    n11[summary += f'發現一條高風險攻擊路徑，外部攻擊者可透過 {vuln_...]
    n12[summary += f'最終到達 **{target_type}**...]
    n13[summary += f'發現一條潛在攻擊路徑，涉及 {vuln_count&#...]
    n14[summary += f'可能影響 **{target_type}**...]
    n15[]
    n16{if critical_vulns}
    n17[summary += f"\n\n**關鍵漏洞**: {', ...]
    n18{if len(critical_vulns) > 3}
    n19[summary += f' 及其他 {len(critical_vuln...]
    n20[]
    n21[]
    n22[summary += f'\n\n**路徑長度**: {path.length&...]
    n23[summary += f' | **風險評分**: {path.tot...]
    n24[return summary]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n21
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
907. integration aiva integration attack path analyzer nlp recommender Function generate remediation steps
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成修復步驟（按優先級排序）'] n4[steps = []] n5[vulnerabilities = [node for node in pa...] n6[severity_order = {'CRITICAL'...] n7[vulnerabilities.sort(key=lambda v: severity_order....] n8{for (i, vuln) in enumerate(vulnera...} n9[vuln_name = vuln.get('name', ...] n10[severity = vuln.get('severity&#39...] n11[step = f'【優先級 {i}】修復 {vuln_...] n12{if vuln_name == 'SQLI'} n13[step += ' - 使用參數化查詢 (Prepared Statements...] n14[step += ' - 啟用 ORM 框架的參數綁定功能\n'] n15[step += ' - 實施輸入驗證和過濾\n'] n16[step += ' - 使用最小權限資料庫帳號\n'] n17[step += ' - 部署 WAF 規則攔截 SQL 注入攻擊'] n18{if vuln_name == 'XSS'} n19[step += ' - 實施 Content Security Policy (...] n20[step += ' - 對所有使用者輸入進行 HTML 編碼\n'] n21[step += ' - 使用安全的模板引擎\n'] n22[step += ' - 啟用 HttpOnly 和 Secure Cookie 標誌\n...] n23[step += ' - 部署 WAF XSS 防護規則'] n24{if vuln_name == 'SSRF'} n25[step += ' - 實施嚴格的 URL 白名單\n'] n26[step += ' - 禁止存取內部 IP 範圍 (RFC1918)\n...] n27[step += ' - 禁止存取雲端元資料端點 (169.254.169.254...] n28[step += ' - 使用獨立的網路隔離環境\n'] n29[step += ' - 限制出站連線'] n30{if vuln_name in ['IDOR', &...} n31[step += ' - 實施嚴格的授權檢查\n'] n32[step += ' - 使用 UUID 取代順序 ID\n'] n33[step += ' - 在每個端點驗證使用者權限\n'] n34[step += ' - 實施 RBAC 或 ABAC 存取控制\n'] n35[step += ' - 記錄所有授權失敗嘗試'] n36{if vuln_name == 'AUTHENTICATIO...} n37[step += ' - 修復認證邏輯漏洞\n'] n38[step += ' - 實施多因素認證 (MFA)\n&#...] n39[step += ' - 加強 Session 管理\n'] n40[step += ' - 實施帳號鎖定機制\n'] n41[step += ' - 定期審查認證程式碼'] n42{if vuln_name == 'RCE'} n43[step += ' - 【緊急】立即修補已知 RCE 漏洞\n'] n44[step += ' - 禁止執行使用者提供的程式碼\n'] n45[step += ' - 實施應用程式沙箱\n'] n46[step += ' - 移除或禁用危險函數\n'] n47[step += ' - 部署 Runtime Application Self-Prot...] n48[step += f" - 參考 CWE-{vuln.get(&...] n49[step += ' - 實施輸入驗證和輸出編碼\n'] n50[step += ' - 進行安全程式碼審查\n'] n51[step += ' - 部署相應的安全控制措施'] n52[] n53[] n54[] n55[] n56[] n57[] n58[steps.append(step)] n59[] n60[steps.append('【通用防護】加強整體安全態勢:\n - 部署 Web...] n61[return steps] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n59 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n18 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n57 n18 -->|Yes| n19 n18 -->|No| n24 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n56 n24 -->|Yes| n25 n24 -->|No| n30 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n55 n30 -->|Yes| n31 n30 -->|No| n36 n31 --> n32 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n54 n36 -->|Yes| n37 n36 -->|No| n42 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n53 n42 -->|Yes| n43 n42 -->|No| n48 n43 --> n44 n44 --> n45 n45 --> n46 n46 --> n47 n47 --> n52 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n52 n52 --> n53 n53 --> n54 n54 --> n55 n55 --> n56 n56 --> n57 n57 --> n58 n58 --> n8 n59 --> n60 n60 --> n61 n61 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成修復步驟（按優先級排序）']
    n4[steps = []]
    n5[vulnerabilities = [node for node in pa...]
    n6[severity_order = {'CRITICAL'...]
    n7[vulnerabilities.sort(key=lambda v: severity_order....]
    n8{for (i, vuln) in enumerate(vulnera...}
    n9[vuln_name = vuln.get('name', ...]
    n10[severity = vuln.get('severity&#39...]
    n11[step = f'【優先級 {i}】修復 {vuln_...]
    n12{if vuln_name == 'SQLI'}
    n13[step += '  - 使用參數化查詢 (Prepared Statements...]
    n14[step += '  - 啟用 ORM 框架的參數綁定功能\n']
    n15[step += '  - 實施輸入驗證和過濾\n']
    n16[step += '  - 使用最小權限資料庫帳號\n']
    n17[step += '  - 部署 WAF 規則攔截 SQL 注入攻擊']
    n18{if vuln_name == 'XSS'}
    n19[step += '  - 實施 Content Security Policy (...]
    n20[step += '  - 對所有使用者輸入進行 HTML 編碼\n']
    n21[step += '  - 使用安全的模板引擎\n']
    n22[step += '  - 啟用 HttpOnly 和 Secure Cookie 標誌\n...]
    n23[step += '  - 部署 WAF XSS 防護規則']
    n24{if vuln_name == 'SSRF'}
    n25[step += '  - 實施嚴格的 URL 白名單\n']
    n26[step += '  - 禁止存取內部 IP 範圍 (RFC1918)\n...]
    n27[step += '  - 禁止存取雲端元資料端點 (169.254.169.254...]
    n28[step += '  - 使用獨立的網路隔離環境\n']
    n29[step += '  - 限制出站連線']
    n30{if vuln_name in ['IDOR', &amp...}
    n31[step += '  - 實施嚴格的授權檢查\n']
    n32[step += '  - 使用 UUID 取代順序 ID\n']
    n33[step += '  - 在每個端點驗證使用者權限\n']
    n34[step += '  - 實施 RBAC 或 ABAC 存取控制\n']
    n35[step += '  - 記錄所有授權失敗嘗試']
    n36{if vuln_name == 'AUTHENTICATIO...}
    n37[step += '  - 修復認證邏輯漏洞\n']
    n38[step += '  - 實施多因素認證 (MFA)\n&&#35...]
    n39[step += '  - 加強 Session 管理\n']
    n40[step += '  - 實施帳號鎖定機制\n']
    n41[step += '  - 定期審查認證程式碼']
    n42{if vuln_name == 'RCE'}
    n43[step += '  - 【緊急】立即修補已知 RCE 漏洞\n']
    n44[step += '  - 禁止執行使用者提供的程式碼\n']
    n45[step += '  - 實施應用程式沙箱\n']
    n46[step += '  - 移除或禁用危險函數\n']
    n47[step += '  - 部署 Runtime Application Self-Prot...]
    n48[step += f"  - 參考 CWE-{vuln.get(&&#3...]
    n49[step += '  - 實施輸入驗證和輸出編碼\n']
    n50[step += '  - 進行安全程式碼審查\n']
    n51[step += '  - 部署相應的安全控制措施']
    n52[]
    n53[]
    n54[]
    n55[]
    n56[]
    n57[]
    n58[steps.append(step)]
    n59[]
    n60[steps.append('【通用防護】加強整體安全態勢:\n  - 部署 Web...]
    n61[return steps]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n59
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n18
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n57
    n18 -->|Yes| n19
    n18 -->|No| n24
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n56
    n24 -->|Yes| n25
    n24 -->|No| n30
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n55
    n30 -->|Yes| n31
    n30 -->|No| n36
    n31 --> n32
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 --> n54
    n36 -->|Yes| n37
    n36 -->|No| n42
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n53
    n42 -->|Yes| n43
    n42 -->|No| n48
    n43 --> n44
    n44 --> n45
    n45 --> n46
    n46 --> n47
    n47 --> n52
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n52
    n52 --> n53
    n53 --> n54
    n54 --> n55
    n55 --> n56
    n56 --> n57
    n57 --> n58
    n58 --> n8
    n59 --> n60
    n60 --> n61
    n61 --> n2
908. integration aiva integration attack path analyzer nlp recommender Function generate technical explanation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成技術解釋（給技術團隊看的）'] n4[explanation = '## 攻擊路徑技術分析\n\n&&#...] n5[explanation += '### 攻擊步驟\n\n&...] n6{for (i, node) in enumerate(path.no...} n7[node_labels = node.get('labels&#3...] n8[node_type = node_labels[0] if no...] n9{if i == 0} n10[explanation += f'**步驟 {i + 1}: 起點 -...] n11[explanation += ' - 攻擊者從外部網路發起攻擊\n\n&#...] n12{if 'Vulnerability' in node_labels} n13[vuln_name = node.get('name', ...] n14[severity = node.get('severity&#39...] n15[cwe = node.get('cwe', &&#...] n16[explanation += f'**步驟 {i + 1}: 利用漏洞...] n17[explanation += f' - **嚴重程度**: {severity...] n18[explanation += f' - **CWE 編號**: {cwe...] n19{if vuln_name in self._vuln_des...} n20[vuln_info = self._vuln_descripti...] n21[explanation += f" - **影響**: {vuln_info[...] n22[explanation += f" - **常見利用方式**: {vuln_info...] n23[] n24{if i < len(path.edges)} n25[edge = path.edges[i]] n26[edge_type = edge.get('type', ...] n27[edge_risk = edge.get('risk', ...] n28[explanation += f' - **攻擊效果**: {self._tr...] n29[explanation += f' - **路徑風險**: {edge_ris...] n30[] n31[explanation += '\n'] n32{if i == len(path.nodes) - 1} n33[explanation += f'**步驟 {i + 1}: 攻擊目標...] n34[explanation += f' - 攻擊者成功到達 {self._get_...] n35[explanation += ' - 可能的後果:\n'] n36{if 'Database' in node_labels} n37[explanation += ' - 竊取、篡改或刪除敏感資料\n&#...] n38[explanation += ' - 獲取使用者憑證和個人資訊\n&#...] n39[explanation += ' - 破壞資料完整性\n'] n40{if 'Credential' in node_labels} n41[explanation += ' - 劫持使用者帳號\n'] n42[explanation += ' - 橫向移動到其他系統\n'] n43[explanation += ' - 持久化存取\n'] n44{if 'InternalNetwork' in node_l...} n45[explanation += ' - 探測內部網路拓撲\n'] n46[explanation += ' - 存取內部服務和 API\n'] n47[explanation += ' - 建立跳板進行進一步攻擊\n'] n48{if 'APIEndpoint' in node_labels} n49[explanation += ' - 未授權存取敏感 API\n'] n50[explanation += ' - 資料洩露或篡改\n'] n51[explanation += ' - 業務邏輯繞過\n'] n52[] n53[] n54[] n55[] n56[explanation += '\n'] n57[] n58[] n59[] n60[] n61[return explanation] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n60 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n59 n12 -->|Yes| n13 n12 -->|No| n32 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n23 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n30 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n58 n32 -->|Yes| n33 n32 -->|No| n57 n33 --> n34 n34 --> n35 n35 --> n36 n36 -->|Yes| n37 n36 -->|No| n40 n37 --> n38 n38 --> n39 n39 --> n55 n40 -->|Yes| n41 n40 -->|No| n44 n41 --> n42 n42 --> n43 n43 --> n54 n44 -->|Yes| n45 n44 -->|No| n48 n45 --> n46 n46 --> n47 n47 --> n53 n48 -->|Yes| n49 n48 -->|No| n52 n49 --> n50 n50 --> n51 n51 --> n52 n52 --> n53 n53 --> n54 n54 --> n55 n55 --> n56 n56 --> n57 n57 --> n58 n58 --> n59 n59 --> n6 n60 --> n61 n61 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成技術解釋（給技術團隊看的）']
    n4[explanation = '## 攻擊路徑技術分析\n\n&&#...]
    n5[explanation += '### 攻擊步驟\n\n&...]
    n6{for (i, node) in enumerate(path.no...}
    n7[node_labels = node.get('labels&#3...]
    n8[node_type = node_labels[0] if no...]
    n9{if i == 0}
    n10[explanation += f'**步驟 {i + 1}: 起點 -...]
    n11[explanation += '  - 攻擊者從外部網路發起攻擊\n\n&&#35...]
    n12{if 'Vulnerability' in node_labels}
    n13[vuln_name = node.get('name', ...]
    n14[severity = node.get('severity&#39...]
    n15[cwe = node.get('cwe', &&#...]
    n16[explanation += f'**步驟 {i + 1}: 利用漏洞...]
    n17[explanation += f'  - **嚴重程度**: {severity...]
    n18[explanation += f'  - **CWE 編號**: {cwe&#1...]
    n19{if vuln_name in self._vuln_des...}
    n20[vuln_info = self._vuln_descripti...]
    n21[explanation += f"  - **影響**: {vuln_info&#91...]
    n22[explanation += f"  - **常見利用方式**: {vuln_info...]
    n23[]
    n24{if i < len(path.edges)}
    n25[edge = path.edges[i]]
    n26[edge_type = edge.get('type', ...]
    n27[edge_risk = edge.get('risk', ...]
    n28[explanation += f'  - **攻擊效果**: {self._tr...]
    n29[explanation += f'  - **路徑風險**: {edge_ris...]
    n30[]
    n31[explanation += '\n']
    n32{if i == len(path.nodes) - 1}
    n33[explanation += f'**步驟 {i + 1}: 攻擊目標...]
    n34[explanation += f'  - 攻擊者成功到達 {self._get_...]
    n35[explanation += '  - 可能的後果:\n']
    n36{if 'Database' in node_labels}
    n37[explanation += '    - 竊取、篡改或刪除敏感資料\n&&#35...]
    n38[explanation += '    - 獲取使用者憑證和個人資訊\n&&#35...]
    n39[explanation += '    - 破壞資料完整性\n']
    n40{if 'Credential' in node_labels}
    n41[explanation += '    - 劫持使用者帳號\n']
    n42[explanation += '    - 橫向移動到其他系統\n']
    n43[explanation += '    - 持久化存取\n']
    n44{if 'InternalNetwork' in node_l...}
    n45[explanation += '    - 探測內部網路拓撲\n']
    n46[explanation += '    - 存取內部服務和 API\n']
    n47[explanation += '    - 建立跳板進行進一步攻擊\n']
    n48{if 'APIEndpoint' in node_labels}
    n49[explanation += '    - 未授權存取敏感 API\n']
    n50[explanation += '    - 資料洩露或篡改\n']
    n51[explanation += '    - 業務邏輯繞過\n']
    n52[]
    n53[]
    n54[]
    n55[]
    n56[explanation += '\n']
    n57[]
    n58[]
    n59[]
    n60[]
    n61[return explanation]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n60
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n59
    n12 -->|Yes| n13
    n12 -->|No| n32
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n23
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n30
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n58
    n32 -->|Yes| n33
    n32 -->|No| n57
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 -->|Yes| n37
    n36 -->|No| n40
    n37 --> n38
    n38 --> n39
    n39 --> n55
    n40 -->|Yes| n41
    n40 -->|No| n44
    n41 --> n42
    n42 --> n43
    n43 --> n54
    n44 -->|Yes| n45
    n44 -->|No| n48
    n45 --> n46
    n46 --> n47
    n47 --> n53
    n48 -->|Yes| n49
    n48 -->|No| n52
    n49 --> n50
    n50 --> n51
    n51 --> n52
    n52 --> n53
    n53 --> n54
    n54 --> n55
    n55 --> n56
    n56 --> n57
    n57 --> n58
    n58 --> n59
    n59 --> n6
    n60 --> n61
    n61 --> n2
909. integration aiva integration attack path analyzer nlp recommender Function get current time
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取當前時間字串'] n4[from datetime import datetime] n5[return datetime.now().strftime('%...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取當前時間字串']
    n4[from datetime import datetime]
    n5[return datetime.now().strftime('%...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
910. integration aiva integration attack path analyzer nlp recommender Function get node description
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取節點描述'] n4[node_labels = node.get('labels&#3...] n5[node_type = node_labels[0] if no...] n6[name = node.get('name', nod...] n7[type_name = self._node_descripti...] n8[return f'{type_name}: {name...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取節點描述']
    n4[node_labels = node.get('labels&#3...]
    n5[node_type = node_labels[0] if no...]
    n6[name = node.get('name', nod...]
    n7[type_name = self._node_descripti...]
    n8[return f'{type_name}: {name&#1...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
911. integration aiva integration attack path analyzer nlp recommender Function get node type name
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取節點類型名稱'] n4[node_labels = node.get('labels&#3...] n5{for label in node_labels} n6{if label in self._node_descrip...} n7[return self._node_descriptions[label]] n8[] n9[] n10[return '系統資源'] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取節點類型名稱']
    n4[node_labels = node.get('labels&#3...]
    n5{for label in node_labels}
    n6{if label in self._node_descrip...}
    n7[return self._node_descriptions[label]]
    n8[]
    n9[]
    n10[return '系統資源']
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n2
912. integration aiva integration attack path analyzer nlp recommender Function identify quick wins
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['識別快速修復項目（低工作量、高效益）'] n4[quick_wins = []] n5[vulnerabilities = [node for node in pa...] n6{for vuln in vulnerabilities} n7[vuln_name = vuln.get('name', ...] n8{if vuln_name == 'XSS'} n9[quick_wins.append('🚀 部署 Content Security ...] n10[quick_wins.append('🚀 啟用 HttpOnly 和 Secure...] n11{if vuln_name == 'SSRF'} n12[quick_wins.append('🚀 在防火牆層面阻擋內部 IP 存取 ...] n13[quick_wins.append('🚀 加入雲端元資料端點黑名單 (30...] n14{if vuln_name in ['IDOR', &...} n15[quick_wins.append('🚀 在中介軟體層面加入統一授權檢查 (...] n16[quick_wins.append('🚀 啟用詳細的存取日誌記錄 (1小時...] n17[] n18[] n19[] n20[] n21{if len(vulnerabilities) > 0} n22[quick_wins.append('🚀 部署 WAF 規則阻擋已知攻擊模式 &#...] n23[quick_wins.append('🚀 限制錯誤訊息中的敏感資訊洩露 (...] n24[] n25[return list(set(quick_wins))] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n20 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n19 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n18 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n6 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n24 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['識別快速修復項目（低工作量、高效益）']
    n4[quick_wins = []]
    n5[vulnerabilities = [node for node in pa...]
    n6{for vuln in vulnerabilities}
    n7[vuln_name = vuln.get('name', ...]
    n8{if vuln_name == 'XSS'}
    n9[quick_wins.append('🚀 部署 Content Security ...]
    n10[quick_wins.append('🚀 啟用 HttpOnly 和 Secure...]
    n11{if vuln_name == 'SSRF'}
    n12[quick_wins.append('🚀 在防火牆層面阻擋內部 IP 存取 &#4...]
    n13[quick_wins.append('🚀 加入雲端元資料端點黑名單 (30...]
    n14{if vuln_name in ['IDOR', &amp...}
    n15[quick_wins.append('🚀 在中介軟體層面加入統一授權檢查 &#40...]
    n16[quick_wins.append('🚀 啟用詳細的存取日誌記錄 (1小時...]
    n17[]
    n18[]
    n19[]
    n20[]
    n21{if len(vulnerabilities) > 0}
    n22[quick_wins.append('🚀 部署 WAF 規則阻擋已知攻擊模式 &#...]
    n23[quick_wins.append('🚀 限制錯誤訊息中的敏感資訊洩露 (...]
    n24[]
    n25[return list(set(quick_wins))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n20
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n19
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n18
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n6
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n24
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
913. integration aiva integration attack path analyzer nlp recommender Function translate edge type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['翻譯邊類型'] n4[translations = {'EXPLOITS': ...] n5[return translations.get(edge_type, ed...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['翻譯邊類型']
    n4[translations = {'EXPLOITS': ...]
    n5[return translations.get(edge_type, ed...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
914. integration aiva integration attack path analyzer nlp recommender Function analyze and recommend
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析攻擊路徑並生成推薦\n\n Args:\n ...] n4[recommendations = []] n5{for path in paths[:top_n]} n6[priority_score = self._calculate_prio...] n7[risk_level = self._determine_risk...] n8[executive_summary = self._generate_execu...] n9[technical_explanation = self._generate_techn...] n10[business_impact = self._generate_busin...] n11[remediation_steps = self._generate_remed...] n12[quick_wins = self._identify_quick...] n13[affected_assets = self._extract_affect...] n14[estimated_effort = self._estimate_effor...] n15[risk_reduction = self._estimate_risk_...] n16[recommendations.append(PathRecommendation(path_id...] n17[] n18[recommendations.sort(key=lambda x: x.priority_scor...] n19[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n17 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n5 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析攻擊路徑並生成推薦\n\n        Args:\n    ...]
    n4[recommendations = []]
    n5{for path in paths[:top_n]}
    n6[priority_score = self._calculate_prio...]
    n7[risk_level = self._determine_risk...]
    n8[executive_summary = self._generate_execu...]
    n9[technical_explanation = self._generate_techn...]
    n10[business_impact = self._generate_busin...]
    n11[remediation_steps = self._generate_remed...]
    n12[quick_wins = self._identify_quick...]
    n13[affected_assets = self._extract_affect...]
    n14[estimated_effort = self._estimate_effor...]
    n15[risk_reduction = self._estimate_risk_...]
    n16[recommendations.append(PathRecommendation(path_id...]
    n17[]
    n18[recommendations.sort(key=lambda x: x.priority_scor...]
    n19[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n17
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n5
    n17 --> n18
    n18 --> n19
    n19 --> n2
915. integration aiva integration attack path analyzer nlp recommender Function generate report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成完整的推薦報告\n\n Args:\n ...] n4[report = '# 攻擊路徑分析與修復建議報告\n\n...] n5[report += f'**生成時間**: {self._get_current...] n6[report += '---\n\n'] n7[report += '## 📊 執行摘要\n\n'] n8[report += f'本次分析發現 **{len(recommenda...] n9[risk_counts = dict.fromkeys(RiskLe...] n10{for rec in recommendations} n11[risk_counts[rec.risk_level] += 1] n12[] n13[report += '### 風險等級分布\n\n&...] n14[report += f'- 🔴 **CRITICAL**: {risk_coun...] n15[report += f'- 🟠 **HIGH**: {risk_counts&#...] n16[report += f'- 🟡 **MEDIUM**: {risk_counts...] n17[report += f'- 🟢 **LOW**: {risk_counts ...] n18{if risk_counts[RiskLevel.CRITI...} n19[report += '### ⚠️ 緊急建議\n\n&&#...] n20[report += f'發現 {risk_counts[RiskLeve...] n21[report += '建議立即召開緊急會議，在 24 小時內開始修復工作。\n\n&...] n22[] n23[report += '---\n\n'] n24[report += '## 🎯 詳細推薦\n\n'] n25{for (i, rec) in enumerate(recomme...} n26[report += f'### 路徑 {i}:...] n27[report += rec.executive_summary + '\n\n&&...] n28[report += rec.technical_explanation + '\n\n&a...] n29[report += rec.business_impact + '\n\n&...] n30{if rec.quick_wins} n31[report += '### ⚡ 快速修復建議\n\n&&...] n32{for quick_win in rec.quick_wins} n33[report += f'- {quick_win}\n&...] n34[] n35[report += '\n'] n36[] n37[report += '### 🔧 詳細修復步驟\n\n&&...] n38{for (j, step) in enumerate(rec.rem...} n39[report += f'{j}. {step}\n...] n40[] n41{if rec.affected_assets} n42[report += '### 📦 受影響資產\n\n&&#...] n43{for asset in rec.affected_assets} n44[report += f'- `{asset}`\n'] n45[] n46[report += '\n'] n47[] n48[report += '### 📈 修復評估\n\n&...] n49[report += f'- **預估工作量**: {rec.estimated_...] n50[report += f'- **預估風險降低**: {rec.estimated...] n51[report += f'- **優先級分數**: {rec.priority_s...] n52[report += '---\n\n'] n53[] n54[report += '## 📝 總結與後續行動\n\n'] n55[report += '### 建議的行動優先順序\n\n&...] n56[critical_recs = [r for r in recommen...] n57[high_recs = [r for r in recommen...] n58{if critical_recs} n59[report += '**立即行動 (24小時內)**:\n&&#...] n60{for rec in critical_recs[:3]} n61[report += f'- 修復路徑: {rec.path_id}\n...] n62[] n63[report += '\n'] n64[] n65{if high_recs} n66[report += '**短期行動 (1週內)**:\n&#...] n67{for rec in high_recs[:3]} n68[report += f'- 修復路徑: {rec.path_id}\n...] n69[] n70[report += '\n'] n71[] n72[report += '**中長期行動**:\n'] n73[report += '- 建立持續的漏洞掃描和攻擊路徑分析機制\n'] n74[report += '- 加強安全開發培訓\n'] n75[report += '- 實施安全左移 (Shift-Left Security&...] n76[report += '- 定期進行紅隊演練\n\n'] n77[return report] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n10 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n22 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n53 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 -->|Yes| n31 n30 -->|No| n36 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n34 n33 --> n32 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n38 n38 -->|Yes| n39 n38 -->|No| n40 n39 --> n38 n40 --> n41 n41 -->|Yes| n42 n41 -->|No| n47 n42 --> n43 n43 -->|Yes| n44 n43 -->|No| n45 n44 --> n43 n45 --> n46 n46 --> n47 n47 --> n48 n48 --> n49 n49 --> n50 n50 --> n51 n51 --> n52 n52 --> n25 n53 --> n54 n54 --> n55 n55 --> n56 n56 --> n57 n57 --> n58 n58 -->|Yes| n59 n58 -->|No| n64 n59 --> n60 n60 -->|Yes| n61 n60 -->|No| n62 n61 --> n60 n62 --> n63 n63 --> n64 n64 --> n65 n65 -->|Yes| n66 n65 -->|No| n71 n66 --> n67 n67 -->|Yes| n68 n67 -->|No| n69 n68 --> n67 n69 --> n70 n70 --> n71 n71 --> n72 n72 --> n73 n73 --> n74 n74 --> n75 n75 --> n76 n76 --> n77 n77 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成完整的推薦報告\n\n        Args:\n      ...]
    n4[report = '# 攻擊路徑分析與修復建議報告\n\n...]
    n5[report += f'**生成時間**: {self._get_current...]
    n6[report += '---\n\n']
    n7[report += '## 📊 執行摘要\n\n']
    n8[report += f'本次分析發現 **{len(recommenda...]
    n9[risk_counts = dict.fromkeys(RiskLe...]
    n10{for rec in recommendations}
    n11[risk_counts[rec.risk_level] += 1]
    n12[]
    n13[report += '### 風險等級分布\n\n&&#3...]
    n14[report += f'- 🔴 **CRITICAL**: {risk_coun...]
    n15[report += f'- 🟠 **HIGH**: {risk_counts&#...]
    n16[report += f'- 🟡 **MEDIUM**: {risk_counts...]
    n17[report += f'- 🟢 **LOW**: {risk_counts&#9...]
    n18{if risk_counts[RiskLevel.CRITI...}
    n19[report += '### ⚠️ 緊急建議\n\n&&#...]
    n20[report += f'發現 {risk_counts[RiskLeve...]
    n21[report += '建議立即召開緊急會議，在 24 小時內開始修復工作。\n\n&amp...]
    n22[]
    n23[report += '---\n\n']
    n24[report += '## 🎯 詳細推薦\n\n']
    n25{for (i, rec) in enumerate(recomme...}
    n26[report += f'### 路徑 {i}:...]
    n27[report += rec.executive_summary + '\n\n&&...]
    n28[report += rec.technical_explanation + '\n\n&a...]
    n29[report += rec.business_impact + '\n\n&&#3...]
    n30{if rec.quick_wins}
    n31[report += '### ⚡ 快速修復建議\n\n&&...]
    n32{for quick_win in rec.quick_wins}
    n33[report += f'- {quick_win}\n&&#3...]
    n34[]
    n35[report += '\n']
    n36[]
    n37[report += '### 🔧 詳細修復步驟\n\n&&...]
    n38{for (j, step) in enumerate(rec.rem...}
    n39[report += f'{j}. {step}\n...]
    n40[]
    n41{if rec.affected_assets}
    n42[report += '### 📦 受影響資產\n\n&&#...]
    n43{for asset in rec.affected_assets}
    n44[report += f'- `{asset}`\n']
    n45[]
    n46[report += '\n']
    n47[]
    n48[report += '### 📈 修復評估\n\n&&#3...]
    n49[report += f'- **預估工作量**: {rec.estimated_...]
    n50[report += f'- **預估風險降低**: {rec.estimated...]
    n51[report += f'- **優先級分數**: {rec.priority_s...]
    n52[report += '---\n\n']
    n53[]
    n54[report += '## 📝 總結與後續行動\n\n']
    n55[report += '### 建議的行動優先順序\n\n&...]
    n56[critical_recs = [r for r in recommen...]
    n57[high_recs = [r for r in recommen...]
    n58{if critical_recs}
    n59[report += '**立即行動 (24小時內)**:\n&&#...]
    n60{for rec in critical_recs[:3]}
    n61[report += f'- 修復路徑: {rec.path_id}\n...]
    n62[]
    n63[report += '\n']
    n64[]
    n65{if high_recs}
    n66[report += '**短期行動 (1週內)**:\n&&#35...]
    n67{for rec in high_recs[:3]}
    n68[report += f'- 修復路徑: {rec.path_id}\n...]
    n69[]
    n70[report += '\n']
    n71[]
    n72[report += '**中長期行動**:\n']
    n73[report += '- 建立持續的漏洞掃描和攻擊路徑分析機制\n']
    n74[report += '- 加強安全開發培訓\n']
    n75[report += '- 實施安全左移 (Shift-Left Security&...]
    n76[report += '- 定期進行紅隊演練\n\n']
    n77[return report]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n10
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n22
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n53
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 -->|Yes| n31
    n30 -->|No| n36
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n34
    n33 --> n32
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n38
    n38 -->|Yes| n39
    n38 -->|No| n40
    n39 --> n38
    n40 --> n41
    n41 -->|Yes| n42
    n41 -->|No| n47
    n42 --> n43
    n43 -->|Yes| n44
    n43 -->|No| n45
    n44 --> n43
    n45 --> n46
    n46 --> n47
    n47 --> n48
    n48 --> n49
    n49 --> n50
    n50 --> n51
    n51 --> n52
    n52 --> n25
    n53 --> n54
    n54 --> n55
    n55 --> n56
    n56 --> n57
    n57 --> n58
    n58 -->|Yes| n59
    n58 -->|No| n64
    n59 --> n60
    n60 -->|Yes| n61
    n60 -->|No| n62
    n61 --> n60
    n62 --> n63
    n63 --> n64
    n64 --> n65
    n65 -->|Yes| n66
    n65 -->|No| n71
    n66 --> n67
    n67 -->|Yes| n68
    n67 -->|No| n69
    n68 --> n67
    n69 --> n70
    n70 --> n71
    n71 --> n72
    n72 --> n73
    n73 --> n74
    n74 --> n75
    n75 --> n76
    n76 --> n77
    n77 --> n2
916. integration aiva integration attack path analyzer visualizer Function get node shape
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取得 Mermaid 節點形狀'] n4[shapes = {'Attacker': &&...] n5[return shapes.get(node_type, '[Unknow...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取得 Mermaid 節點形狀']
    n4[shapes = {'Attacker': &&...]
    n5[return shapes.get(node_type, '[Unknow...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
917. integration aiva integration attack path analyzer visualizer Function to cytoscape json
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 轉換為 Cytoscape JSON 格式（用於互動式視覺化）\n\...] n4[elements = {'nodes': [&#...] n5[node_ids = set()] n6{for (path_idx, path) in enumerate(paths)} n7{for (i, node) in enumerate(path.no...} n8[node_id = node.get('id', f&am...] n9{if node_id not in node_ids} n10[node_data = {'id': node_id, ...] n11[elements['nodes'].append&...] n12[node_ids.add(node_id)] n13[] n14{if i > 0} n15[prev_node = path.nodes[i - 1]] n16[prev_id = prev_node.get('id',...] n17[edge_data = {'id': f&...] n18[elements['edges'].append&...] n19[] n20[] n21[] n22[return json.dumps(elements, indent=2)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n21 n7 -->|Yes| n8 n7 -->|No| n20 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n13 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n19 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n7 n20 --> n6 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        轉換為 Cytoscape JSON 格式（用於互動式視覺化）\n\...]
    n4[elements = {'nodes': [&#...]
    n5[node_ids = set()]
    n6{for (path_idx, path) in enumerate(paths)}
    n7{for (i, node) in enumerate(path.no...}
    n8[node_id = node.get('id', f&am...]
    n9{if node_id not in node_ids}
    n10[node_data = {'id': node_id, ...]
    n11[elements['nodes'].append&...]
    n12[node_ids.add(node_id)]
    n13[]
    n14{if i > 0}
    n15[prev_node = path.nodes[i - 1]]
    n16[prev_id = prev_node.get('id',...]
    n17[edge_data = {'id': f&&#3...]
    n18[elements['edges'].append&...]
    n19[]
    n20[]
    n21[]
    n22[return json.dumps(elements, indent=2)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n21
    n7 -->|Yes| n8
    n7 -->|No| n20
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n13
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n19
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n7
    n20 --> n6
    n21 --> n22
    n22 --> n2
918. integration aiva integration attack path analyzer visualizer Function to html
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成 HTML 互動式視覺化頁面\n\n Args:\...] n4[cytoscape_data = AttackPathVisualizer...] n5[html_template = f"""\n<...] n6[with open(outp...] n7[f.write(html_template)] n8[print(f'HTML visualization saved to {...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成 HTML 互動式視覺化頁面\n\n        Args:\...]
    n4[cytoscape_data = AttackPathVisualizer...]
    n5[html_template = f"""\n<...]
    n6[with open(outp...]
    n7[f.write(html_template)]
    n8[print(f'HTML visualization saved to &#123...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
919. integration aiva integration attack path analyzer visualizer Function to mermaid
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 轉換為 Mermaid 流程圖\n\n Args:\n...] n4[lines = ['```mermaid', &&...] n5[node_ids = set()] n6[edges = []] n7{for (_, path) in enumerate(paths)} n8{for (i, node) in enumerate(path.no...} n9[node_id = node.get('id', f&am...] n10[node_type = list(node.get('label...] n11[safe_id = node_id.replace('-'...] n12{if safe_id not in node_ids} n13[shape = AttackPathVisualizer...] n14[lines.append(f' {safe_id}...] n15[node_ids.add(safe_id)] n16[] n17{if i > 0} n18[prev_node = path.nodes[i - 1]] n19[prev_id = prev_node.get('id',...] n20{if i - 1 < len(path.edges)} n21[edge = path.edges[i - 1]] n22[edge_type = edge.get('type', ...] n23[edge_label = f'|{edge_type}...] n24[edge_label = ''] n25[] n26[edges.append(f' {prev_id} --...] n27[] n28[] n29[] n30[lines.extend(edges)] n31[lines.extend(['', &&#...] n32[lines.append('```')] n33[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n29 n8 -->|Yes| n9 n8 -->|No| n28 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n27 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n24 n21 --> n22 n22 --> n23 n23 --> n25 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n8 n28 --> n7 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        轉換為 Mermaid 流程圖\n\n        Args:\n...]
    n4[lines = ['```mermaid', &&...]
    n5[node_ids = set()]
    n6[edges = []]
    n7{for (_, path) in enumerate(paths)}
    n8{for (i, node) in enumerate(path.no...}
    n9[node_id = node.get('id', f&am...]
    n10[node_type = list(node.get('label...]
    n11[safe_id = node_id.replace('-'...]
    n12{if safe_id not in node_ids}
    n13[shape = AttackPathVisualizer...]
    n14[lines.append(f'    {safe_id}&#1...]
    n15[node_ids.add(safe_id)]
    n16[]
    n17{if i > 0}
    n18[prev_node = path.nodes[i - 1]]
    n19[prev_id = prev_node.get('id',...]
    n20{if i - 1 < len(path.edges)}
    n21[edge = path.edges[i - 1]]
    n22[edge_type = edge.get('type', ...]
    n23[edge_label = f'|{edge_type}&#1...]
    n24[edge_label = '']
    n25[]
    n26[edges.append(f'    {prev_id} --...]
    n27[]
    n28[]
    n29[]
    n30[lines.extend(edges)]
    n31[lines.extend(['', &&#...]
    n32[lines.append('```')]
    n33[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n29
    n8 -->|Yes| n9
    n8 -->|No| n28
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n27
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n24
    n21 --> n22
    n22 --> n23
    n23 --> n25
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n8
    n28 --> n7
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n2
920. integration aiva integration config template config template manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._templates: dict[str, dict[str, Any]]...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._templates: dict[str, dict[str, Any]&#93...]
    n1 --> n3
    n3 --> n2
921. integration aiva integration config template config template manager Function create custom template
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建自定義模板'] n4[self._templates[name] = config] n5[logger.info(f'Created custom template: &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建自定義模板']
    n4[self._templates[name] = config]
    n5[logger.info(f'Created custom template: &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
922. integration aiva integration config template config template manager Function get template
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取配置模板'] n4[return self._templates.get(template_n...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取配置模板']
    n4[return self._templates.get(template_n...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
923. integration aiva integration config template config template manager Function list templates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['列出可用模板'] n4[return list(self._templates.keys())] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['列出可用模板']
    n4[return list(self._templates.keys())]
    n1 --> n3
    n3 --> n4
    n4 --> n2
924. integration aiva integration examples enhanced attack path demo Function demo basic attack path analysis
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['基礎攻擊路徑分析示範'] n4[logger.info('=== 基礎攻擊路徑分析 ===&#39...] n5[engine = AttackPathEngine(neo...] n6[try] n7[engine.clear_graph()] n8[engine.initialize_graph()] n9[assets = [Asset(asset_id='web...] n10[findings = [FindingPayload(find...] n11{for asset in assets} n12[engine.add_asset(asset)] n13[logger.info(f'Added asset: {asset.as...] n14[] n15{for finding in findings} n16[engine.add_finding(finding)] n17[logger.info(f'Added finding: {findin...] n18[] n19[logger.info('\n=== 尋找到資料庫的攻擊路徑 ===&&#...] n20[db_paths = engine.find_attack_p...] n21{for path in db_paths} n22[logger.info(f'\n路徑 {path.path_id ...] n23[logger.info(f' 風險分數: {path.total_ri...] n24[logger.info(f' 路徑長度: {path.length&#...] n25[logger.info(f' 描述: {path.descriptio...] n26[] n27[logger.info('\n=== 尋找到內部網路的攻擊路徑 ===&&...] n28[internal_paths = engine.find_attack_p...] n29{for path in internal_paths} n30[logger.info(f'\n路徑 {path.path_id ...] n31[logger.info(f' 風險分數: {path.total_ri...] n32[logger.info(f' 路徑長度: {path.length&#...] n33[] n34[return db_paths + internal_paths] n35[] n36[finally] n37[engine.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n11 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n15 n18 --> n19 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n26 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n21 n26 --> n27 n27 --> n28 n28 --> n29 n29 -->|Yes| n30 n29 -->|No| n33 n30 --> n31 n31 --> n32 n32 --> n29 n33 --> n34 n34 --> n35 n35 --> n36 n36 --> n37 n37 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['基礎攻擊路徑分析示範']
    n4[logger.info('=== 基礎攻擊路徑分析 ===&#39...]
    n5[engine = AttackPathEngine(neo...]
    n6[try]
    n7[engine.clear_graph()]
    n8[engine.initialize_graph()]
    n9[assets = [Asset(asset_id='web...]
    n10[findings = [FindingPayload(find...]
    n11{for asset in assets}
    n12[engine.add_asset(asset)]
    n13[logger.info(f'Added asset: {asset.as...]
    n14[]
    n15{for finding in findings}
    n16[engine.add_finding(finding)]
    n17[logger.info(f'Added finding: {findin...]
    n18[]
    n19[logger.info('\n=== 尋找到資料庫的攻擊路徑 ===&&#...]
    n20[db_paths = engine.find_attack_p...]
    n21{for path in db_paths}
    n22[logger.info(f'\n路徑 {path.path_id&#12...]
    n23[logger.info(f'  風險分數: {path.total_ri...]
    n24[logger.info(f'  路徑長度: {path.length&#...]
    n25[logger.info(f'  描述: {path.descriptio...]
    n26[]
    n27[logger.info('\n=== 尋找到內部網路的攻擊路徑 ===&&...]
    n28[internal_paths = engine.find_attack_p...]
    n29{for path in internal_paths}
    n30[logger.info(f'\n路徑 {path.path_id&#12...]
    n31[logger.info(f'  風險分數: {path.total_ri...]
    n32[logger.info(f'  路徑長度: {path.length&#...]
    n33[]
    n34[return db_paths + internal_paths]
    n35[]
    n36[finally]
    n37[engine.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n11
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n15
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n26
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n21
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 -->|Yes| n30
    n29 -->|No| n33
    n30 --> n31
    n31 --> n32
    n32 --> n29
    n33 --> n34
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 --> n2
925. integration aiva integration examples enhanced attack path demo Function demo critical nodes
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['關鍵節點分析示範'] n4[logger.info('\n=== 關鍵節點分析 ===&#39...] n5[engine = AttackPathEngine(neo...] n6[try] n7[critical_nodes = engine.find_critical...] n8[logger.info(f'\n發現 {len(critical...] n9{for (i, node) in enumerate(critica...} n10[node_name = node.get('name', ...] n11[node_degree = node.get('degree&#3...] n12[node_labels = node.get('labels&#3...] n13[logger.info(f'\n{i}. {node...] n14[logger.info(f" 類型: {', &a...] n15[logger.info(f' 連接度: {node_degree&#...] n16{if node_degree >= 3} n17[logger.info(' ⚠️ 高連接度節點，建議加強監控和防護&&...] n18[] n19[] n20[] n21[finally] n22[engine.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n19 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n9 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['關鍵節點分析示範']
    n4[logger.info('\n=== 關鍵節點分析 ===&#39...]
    n5[engine = AttackPathEngine(neo...]
    n6[try]
    n7[critical_nodes = engine.find_critical...]
    n8[logger.info(f'\n發現 {len(critical...]
    n9{for (i, node) in enumerate(critica...}
    n10[node_name = node.get('name', ...]
    n11[node_degree = node.get('degree&#3...]
    n12[node_labels = node.get('labels&#3...]
    n13[logger.info(f'\n{i}. {node...]
    n14[logger.info(f"   類型: {', &a...]
    n15[logger.info(f'   連接度: {node_degree&#...]
    n16{if node_degree >= 3}
    n17[logger.info('   ⚠️ 高連接度節點，建議加強監控和防護&&...]
    n18[]
    n19[]
    n20[]
    n21[finally]
    n22[engine.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n19
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n9
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
926. integration aiva integration examples enhanced attack path demo Function demo generate full report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成完整報告示範'] n4[logger.info('\n=== 生成完整報告 ===&#39...] n5[recommender = AttackPathNLPRecomme...] n6[report = recommender.generate...] n7[report_path = Path('_out/attack_pa...] n8[report_path.parent.mkdir(parents=True, exist_ok=Tr...] n9[with open(repo...] n10[f.write(report)] n11[logger.info(f'報告已保存至: {report_path&#...] n12[logger.info('\n報告預覽:')] n13[logger.info('=' * 80)] n14[logger.info(report[:1000])] n15[logger.info('...')] n16[logger.info('=' * 80)] n17[return report_path] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成完整報告示範']
    n4[logger.info('\n=== 生成完整報告 ===&#39...]
    n5[recommender = AttackPathNLPRecomme...]
    n6[report = recommender.generate...]
    n7[report_path = Path('_out/attack_pa...]
    n8[report_path.parent.mkdir(parents=True, exist_ok=Tr...]
    n9[with open(repo...]
    n10[f.write(report)]
    n11[logger.info(f'報告已保存至: {report_path&#...]
    n12[logger.info('\n報告預覽:')]
    n13[logger.info('=' * 80)]
    n14[logger.info(report[:1000])]
    n15[logger.info('...')]
    n16[logger.info('=' * 80)]
    n17[return report_path]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
927. integration aiva integration examples enhanced attack path demo Function demo nlp recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['自然語言推薦系統示範'] n4[logger.info('\n=== 生成自然語言推薦 ===&#...] n5[recommender = AttackPathNLPRecomme...] n6[recommendations = recommender.analyze_...] n7{for (i, rec) in enumerate(recomme...} n8[logger.info(f"\n{'=&...] n9[logger.info(f'推薦 {i}/{len&...] n10[logger.info(f"{'=&#...] n11[logger.info(f'路徑 ID: {rec.path_id...] n12[logger.info(f'風險等級: {rec.risk_level....] n13[logger.info(f'優先級分數: {rec.priority_s...] n14[logger.info(f'\n{rec.executive_summa...] n15[logger.info(f'\n預估工作量: {rec.estimate...] n16[logger.info(f'預估風險降低: {rec.estimated...] n17{if rec.quick_wins} n18[logger.info('\n快速修復建議:')] n19{for quick_win in rec.quick_wins} n20[logger.info(f' {quick_win}&...] n21[] n22[] n23[] n24[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n23 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n22 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n19 n21 --> n22 n22 --> n7 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['自然語言推薦系統示範']
    n4[logger.info('\n=== 生成自然語言推薦 ===&#...]
    n5[recommender = AttackPathNLPRecomme...]
    n6[recommendations = recommender.analyze_...]
    n7{for (i, rec) in enumerate(recomme...}
    n8[logger.info(f"\n{'=&&#3...]
    n9[logger.info(f'推薦 {i}/{len&...]
    n10[logger.info(f"{'=&#...]
    n11[logger.info(f'路徑 ID: {rec.path_id&#1...]
    n12[logger.info(f'風險等級: {rec.risk_level....]
    n13[logger.info(f'優先級分數: {rec.priority_s...]
    n14[logger.info(f'\n{rec.executive_summa...]
    n15[logger.info(f'\n預估工作量: {rec.estimate...]
    n16[logger.info(f'預估風險降低: {rec.estimated...]
    n17{if rec.quick_wins}
    n18[logger.info('\n快速修復建議:')]
    n19{for quick_win in rec.quick_wins}
    n20[logger.info(f'  {quick_win}&amp...]
    n21[]
    n22[]
    n23[]
    n24[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n23
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n22
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n19
    n21 --> n22
    n22 --> n7
    n23 --> n24
    n24 --> n2
928. integration aiva integration examples enhanced attack path demo Function demo vulnerability statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['漏洞統計示範'] n4[logger.info('\n=== 漏洞統計 ==='&...] n5[engine = AttackPathEngine(neo...] n6[try] n7[stats = engine.get_vulnerabi...] n8[logger.info(f"\n總漏洞數: {stats[&&...] n9[logger.info('\n按嚴重程度分布:')] n10{for (severity, count) in sorted(stats[&am...} n11[percentage = count / stats['total...] n12[bar = '█' * int(percentage...] n13[logger.info(f' {severity:12s}:...] n14[] n15[] n16[finally] n17[engine.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 --> n12 n12 --> n13 n13 --> n10 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['漏洞統計示範']
    n4[logger.info('\n=== 漏洞統計 ==='&...]
    n5[engine = AttackPathEngine(neo...]
    n6[try]
    n7[stats = engine.get_vulnerabi...]
    n8[logger.info(f"\n總漏洞數: {stats[&&...]
    n9[logger.info('\n按嚴重程度分布:')]
    n10{for (severity, count) in sorted(stats[&am...}
    n11[percentage = count / stats['total...]
    n12[bar = '█' * int(percentage...]
    n13[logger.info(f'  {severity:12s}:...]
    n14[]
    n15[]
    n16[finally]
    n17[engine.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 --> n12
    n12 --> n13
    n13 --> n10
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
929. integration aiva integration examples enhanced attack path demo Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['主示範函數'] n4[logger.info('=' * 80)] n5[logger.info('攻擊路徑分析與自然語言推薦系統 - 完整示範&&...] n6[logger.info('=' * 80)] n7[try] n8[paths = demo_basic_attack_pa...] n9{if not paths} n10[logger.warning('未發現任何攻擊路徑，請檢查 Neo4j 連線和資料...] n11[return] n12[] n13[recommendations = demo_nlp_recommendat...] n14[report_path = demo_generate_full_r...] n15[demo_critical_nodes()] n16[demo_vulnerability_statistics()] n17[logger.info('\n' + &#...] n18[logger.info('示範完成！')] n19[logger.info(f'完整報告已保存至: {report_path...] n20[logger.info('=' * 80)] n21[] n22[except Exception] n23[logger.error(f'示範執行失敗: {e}&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n22 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 n22 --> n23 n23 --> n21 
flowchart TB
    n1([開始])
    n2([結束])
    n3['主示範函數']
    n4[logger.info('=' * 80)]
    n5[logger.info('攻擊路徑分析與自然語言推薦系統 - 完整示範&&...]
    n6[logger.info('=' * 80)]
    n7[try]
    n8[paths = demo_basic_attack_pa...]
    n9{if not paths}
    n10[logger.warning('未發現任何攻擊路徑，請檢查 Neo4j 連線和資料...]
    n11[return]
    n12[]
    n13[recommendations = demo_nlp_recommendat...]
    n14[report_path = demo_generate_full_r...]
    n15[demo_critical_nodes()]
    n16[demo_vulnerability_statistics()]
    n17[logger.info('\n' + &#...]
    n18[logger.info('示範完成！')]
    n19[logger.info(f'完整報告已保存至: {report_path...]
    n20[logger.info('=' * 80)]
    n21[]
    n22[except Exception]
    n23[logger.error(f'示範執行失敗: {e}&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n22
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
    n22 --> n23
    n23 --> n21
930. integration aiva integration examples enhanced risk assessment demo Function example basic assessment
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['基礎風險評估範例'] n4[engine = EnhancedRiskAssessme...] n5[findings = [{'vulnerability_typ...] n6[context = {'environment': &a...] n7[result = engine.assess_risk(f...] n8[print('=' * 80)] n9[print('基礎風險評估')] n10[print('=' * 80)] n11[print(f"總體風險分數: {result[&#3...] n12[print(f"技術風險分數: {result[&#3...] n13[print(f"業務風險分數: {result[&#3...] n14[print(f"風險等級: {result['...] n15[print(f"\n嚴重程度分布: {result[&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['基礎風險評估範例']
    n4[engine = EnhancedRiskAssessme...]
    n5[findings = [{'vulnerability_typ...]
    n6[context = {'environment': &a...]
    n7[result = engine.assess_risk(f...]
    n8[print('=' * 80)]
    n9[print('基礎風險評估')]
    n10[print('=' * 80)]
    n11[print(f"總體風險分數: {result[&#3...]
    n12[print(f"技術風險分數: {result[&#3...]
    n13[print(f"業務風險分數: {result[&#3...]
    n14[print(f"風險等級: {result['...]
    n15[print(f"\n嚴重程度分布: {result[&&#35...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
931. integration aiva integration examples enhanced risk assessment demo Function example comparison
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['對比不同上下文的風險評估'] n4[engine = EnhancedRiskAssessme...] n5[findings = [{'vulnerability_typ...] n6[context_dev = {'environment'...] n7[context_prod = {'environment&#39...] n8[result_dev = engine.assess_risk(f...] n9[result_prod = engine.assess_risk(f...] n10[print('\n' + '=&a...] n11[print('上下文對風險評估的影響對比')] n12[print('=' * 80)] n13[print('相同漏洞: SQL Injection (HIGH)...] n14[print('\n開發環境 (非關鍵):'...] n15[print(f" 業務風險分數: {result_dev[&...] n16[print(f" 風險等級: {result_dev[&&#...] n17[print(f" 上下文乘數: x{result_dev[&...] n18[print('\n生產環境 (關鍵):'&...] n19[print(f" 業務風險分數: {result_prod[&...] n20[print(f" 風險等級: {result_prod[&&...] n21[print(f" 上下文乘數: x{result_prod[&...] n22[risk_multiplier = result_prod['busines...] n23[print(f'\n風險放大倍數: {risk_multiplier:....] n24[print('💡 相同的技術漏洞在不同業務上下文中，風險評估可能相差數倍！&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['對比不同上下文的風險評估']
    n4[engine = EnhancedRiskAssessme...]
    n5[findings = [{'vulnerability_typ...]
    n6[context_dev = {'environment'...]
    n7[context_prod = {'environment&#39...]
    n8[result_dev = engine.assess_risk(f...]
    n9[result_prod = engine.assess_risk(f...]
    n10[print('\n' + '=&a...]
    n11[print('上下文對風險評估的影響對比')]
    n12[print('=' * 80)]
    n13[print('相同漏洞: SQL Injection (HIGH)...]
    n14[print('\n開發環境 (非關鍵):'...]
    n15[print(f"  業務風險分數: {result_dev[&...]
    n16[print(f"  風險等級: {result_dev[&&#...]
    n17[print(f"  上下文乘數: x{result_dev[&...]
    n18[print('\n生產環境 (關鍵):'&...]
    n19[print(f"  業務風險分數: {result_prod[&amp...]
    n20[print(f"  風險等級: {result_prod[&&...]
    n21[print(f"  上下文乘數: x{result_prod[&amp...]
    n22[risk_multiplier = result_prod['busines...]
    n23[print(f'\n風險放大倍數: {risk_multiplier:....]
    n24[print('💡 相同的技術漏洞在不同業務上下文中，風險評估可能相差數倍！&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
932. integration aiva integration examples enhanced risk assessment demo Function example production critical asset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生產環境關鍵資產的風險評估'] n4[engine = EnhancedRiskAssessme...] n5[findings = [{'vulnerability_typ...] n6[context = {'environment': &a...] n7[result = engine.assess_risk(f...] n8[print('\n' + '=&a...] n9[print('生產環境關鍵資產風險評估')] n10[print('=' * 80)] n11[print(f"總體風險分數: {result[&#3...] n12[print(f"技術風險分數: {result[&#3...] n13[print(f"業務風險分數: {result[&#3...] n14[print(f"風險等級: {result['...] n15[print('\n上下文乘數:')] n16[context_info = result['context&#3...] n17[print(f" 環境: {context_info[&&#...] n18[print(f" 業務重要性: {context_info[&...] n19[print(f" 資料敏感度: {context_info[&...] n20[print(f" 網路暴露: {context_info[&...] n21[print(f" 合規要求: {context_info[&...] n22[print(f" 總體乘數: x{context_info[&...] n23[print('\n業務影響估算:')] n24[impact = result['business_imp...] n25[print(f" 預估財務影響: ${impact[&...] n26[print(f" 潛在受影響使用者: {impact[&&#...] n27[print(f" 業務中斷風險: {impact[&#...] n28[print(f" 名譽風險: {impact[&#3...] n29[print('\n優先級建議:')] n30{for (i, recommendation) in enumerate(result&#...} n31[print(f' {i}. {recommenda...] n32[] n33[print('\n最高優先級漏洞:')] n34{for (i, finding) in enumerate(result[...} n35[print(f" {i}. {finding.get&#...] n36[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 -->|Yes| n31 n30 -->|No| n32 n31 --> n30 n32 --> n33 n33 --> n34 n34 -->|Yes| n35 n34 -->|No| n36 n35 --> n34 n36 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生產環境關鍵資產的風險評估']
    n4[engine = EnhancedRiskAssessme...]
    n5[findings = [{'vulnerability_typ...]
    n6[context = {'environment': &a...]
    n7[result = engine.assess_risk(f...]
    n8[print('\n' + '=&a...]
    n9[print('生產環境關鍵資產風險評估')]
    n10[print('=' * 80)]
    n11[print(f"總體風險分數: {result[&#3...]
    n12[print(f"技術風險分數: {result[&#3...]
    n13[print(f"業務風險分數: {result[&#3...]
    n14[print(f"風險等級: {result['...]
    n15[print('\n上下文乘數:')]
    n16[context_info = result['context&#3...]
    n17[print(f"  環境: {context_info[&&#...]
    n18[print(f"  業務重要性: {context_info[&amp...]
    n19[print(f"  資料敏感度: {context_info[&amp...]
    n20[print(f"  網路暴露: {context_info[&...]
    n21[print(f"  合規要求: {context_info[&...]
    n22[print(f"  總體乘數: x{context_info[&amp...]
    n23[print('\n業務影響估算:')]
    n24[impact = result['business_imp...]
    n25[print(f"  預估財務影響: ${impact[&&#3...]
    n26[print(f"  潛在受影響使用者: {impact[&&#...]
    n27[print(f"  業務中斷風險: {impact[&&#35...]
    n28[print(f"  名譽風險: {impact[&#3...]
    n29[print('\n優先級建議:')]
    n30{for (i, recommendation) in enumerate(result&#...}
    n31[print(f'  {i}. {recommenda...]
    n32[]
    n33[print('\n最高優先級漏洞:')]
    n34{for (i, finding) in enumerate(result[...}
    n35[print(f"  {i}. {finding.get&#...]
    n36[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 -->|Yes| n31
    n30 -->|No| n32
    n31 --> n30
    n32 --> n33
    n33 --> n34
    n34 -->|Yes| n35
    n34 -->|No| n36
    n35 --> n34
    n36 --> n2
933. integration aiva integration examples enhanced risk assessment demo Function example trend analysis
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['風險趨勢分析範例'] n4[engine = EnhancedRiskAssessme...] n5[previous_assessment = {'business_risk_sc...] n6[current_findings = [{'vulnerability_...] n7[context = {'environment': &a...] n8[current_assessment = engine.assess_risk(c...] n9[trend = engine.compare_risk_...] n10[print('\n' + '=&a...] n11[print('風險趨勢分析')] n12[print('=' * 80)] n13[print(f"上月業務風險分數: {trend[&#...] n14[print(f"本月業務風險分數: {trend[&#...] n15[print(f"變化: {trend['sco...] n16[print(f"趨勢: {trend['tre...] n17[print(f"改善百分比: {trend['...] n18{if trend['trend'] == &...} n19[print('\n✅ 風險下降，安全態勢正在改善！')] n20{if trend['trend'] == &...} n21[print('\n⚠️ 風險上升，需要加強安全措施！')] n22[print('\n➡️ 風險穩定，繼續保持當前安全實踐'&...] n23[] n24[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n24 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n23 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['風險趨勢分析範例']
    n4[engine = EnhancedRiskAssessme...]
    n5[previous_assessment = {'business_risk_sc...]
    n6[current_findings = [{'vulnerability_...]
    n7[context = {'environment': &a...]
    n8[current_assessment = engine.assess_risk(c...]
    n9[trend = engine.compare_risk_...]
    n10[print('\n' + '=&a...]
    n11[print('風險趨勢分析')]
    n12[print('=' * 80)]
    n13[print(f"上月業務風險分數: {trend[&#...]
    n14[print(f"本月業務風險分數: {trend[&#...]
    n15[print(f"變化: {trend['sco...]
    n16[print(f"趨勢: {trend['tre...]
    n17[print(f"改善百分比: {trend['...]
    n18{if trend['trend'] == &amp...}
    n19[print('\n✅ 風險下降，安全態勢正在改善！')]
    n20{if trend['trend'] == &amp...}
    n21[print('\n⚠️ 風險上升，需要加強安全措施！')]
    n22[print('\n➡️ 風險穩定，繼續保持當前安全實踐'&...]
    n23[]
    n24[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n24
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n23
    n22 --> n23
    n23 --> n24
    n24 --> n2
934. integration aiva integration middlewares rate limiter Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[super().__init__(app)] n4[self.rps = rps] n5[self.burst = burst] n6[self.buckets: dict[str, TokenBucket] = defaultdic...] n7[self.cleanup_interval = 300] n8[self.last_cleanup = time.time()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[super().__init__(app)]
    n4[self.rps = rps]
    n5[self.burst = burst]
    n6[self.buckets: dict[str, TokenBucket] = defaultdic...]
    n7[self.cleanup_interval = 300]
    n8[self.last_cleanup = time.time()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
935. integration aiva integration middlewares rate limiter Function get client ip
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取客戶端 IP 地址'] n4[forwarded_for = request.headers.get(...] n5{if forwarded_for} n6[return forwarded_for.split(',&#39...] n7[] n8[real_ip = request.headers.get(...] n9{if real_ip} n10[return real_ip] n11[] n12[return request.client.host if request...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取客戶端 IP 地址']
    n4[forwarded_for = request.headers.get(...]
    n5{if forwarded_for}
    n6[return forwarded_for.split(',&#39...]
    n7[]
    n8[real_ip = request.headers.get(...]
    n9{if real_ip}
    n10[return real_ip]
    n11[]
    n12[return request.client.host if request...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n2
936. integration aiva integration observability metrics Function enter
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.start_time = time.perf_counter()] n4[return self] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.start_time = time.perf_counter()]
    n4[return self]
    n1 --> n3
    n3 --> n4
    n4 --> n2
937. integration aiva integration observability metrics Function exit
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if self.start_time is not None} n4[self.duration = time.perf_counter() ...] n5[] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if self.start_time is not None}
    n4[self.duration = time.perf_counter() ...]
    n5[]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n2
938. integration aiva integration observability metrics Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.start_time = None] n4[self.duration = None] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.start_time = None]
    n4[self.duration = None]
    n1 --> n3
    n3 --> n4
    n4 --> n2
939. integration aiva integration observability metrics Function create timer
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建計時器上下文管理器'] n4[return MetricsTimer()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建計時器上下文管理器']
    n4[return MetricsTimer()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
940. integration aiva integration observability metrics Function elapsed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取經過的時間（秒）'] n4{if self.duration is not None} n5[return self.duration] n6[] n7{if self.start_time is not None} n8[return time.perf_counter() - self.sta...] n9[] n10[return 0.0] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取經過的時間（秒）']
    n4{if self.duration is not None}
    n5[return self.duration]
    n6[]
    n7{if self.start_time is not None}
    n8[return time.perf_counter() - self.sta...]
    n9[]
    n10[return 0.0]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
941. integration aiva integration observability metrics Function get metrics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取 Prometheus 格式的指標\n\n Ret...] n4{if not self.enabled} n5[return ('# Prometheus metrics not ava...] n6[] n7[return (generate_latest(), CONTENT_TY...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取 Prometheus 格式的指標\n\n        Ret...]
    n4{if not self.enabled}
    n5[return ('# Prometheus metrics not ava...]
    n6[]
    n7[return (generate_latest(), CONTENT_TY...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
942. integration aiva integration observability metrics Function record finding processed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄處理的發現指標'] n4{if not self.enabled} n5[return] n6[] n7[self.findings_processed_total.labels(status=status...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄處理的發現指標']
    n4{if not self.enabled}
    n5[return]
    n6[]
    n7[self.findings_processed_total.labels(status=status...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
943. integration aiva integration observability metrics Function record http request
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄 HTTP 請求指標'] n4{if not self.enabled} n5[return] n6[] n7[self.http_requests_total.labels(method=method, end...] n8[self.http_request_duration.labels(method=method, e...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄 HTTP 請求指標']
    n4{if not self.enabled}
    n5[return]
    n6[]
    n7[self.http_requests_total.labels(method=method, end...]
    n8[self.http_request_duration.labels(method=method, e...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
944. integration aiva integration observability metrics Function record report generated
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄生成的報告指標'] n4{if not self.enabled} n5[return] n6[] n7[self.reports_generated_total.labels(format=format_...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄生成的報告指標']
    n4{if not self.enabled}
    n5[return]
    n6[]
    n7[self.reports_generated_total.labels(format=format_...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
945. integration aiva integration observability metrics Function record vulnerability found
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄發現的漏洞指標'] n4{if not self.enabled} n5[return] n6[] n7[self.vulnerabilities_found.labels(severity=severit...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄發現的漏洞指標']
    n4{if not self.enabled}
    n5[return]
    n6[]
    n7[self.vulnerabilities_found.labels(severity=severit...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
946. integration aiva integration perf feedback improvement suggestion generator Function generate suggestions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成改進建議'] n4[suggestions = []] n5[performance_score = performance_data.get...] n6{if performance_score < 50} n7[suggestions.append('建議優化掃描配置以提升性能&...] n8[] n9[finding_count = len(findings)] n10{if finding_count > 50} n11[suggestions.append('發現大量漏洞，建議分階段修復&&#...] n12{if finding_count == 0} n13[suggestions.append('未發現漏洞，建議定期重複掃描&&#...] n14[] n15[] n16[return suggestions] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n15 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成改進建議']
    n4[suggestions = []]
    n5[performance_score = performance_data.get...]
    n6{if performance_score < 50}
    n7[suggestions.append('建議優化掃描配置以提升性能&&#3...]
    n8[]
    n9[finding_count = len(findings)]
    n10{if finding_count > 50}
    n11[suggestions.append('發現大量漏洞，建議分階段修復&&#...]
    n12{if finding_count == 0}
    n13[suggestions.append('未發現漏洞，建議定期重複掃描&&#...]
    n14[]
    n15[]
    n16[return suggestions]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n15
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
947. integration aiva integration reception data reception layer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._db = db] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._db = db]
    n1 --> n3
    n3 --> n2
948. integration aiva integration reception experience models Function repr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return f"<ModelTrainingHistory(id=...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return f"<ModelTrainingHistory(id=&#1...]
    n1 --> n3
    n3 --> n2
949. integration aiva integration reception experience repository Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化資料庫連接\n\n Args:\n datab...] n4[self.engine = create_engine(databa...] n5[self.SessionLocal = sessionmaker(bind=se...] n6[Base.metadata.create_all(self.engine)] n7[logger.info(f'ExperienceRepository initia...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化資料庫連接\n\n        Args:\n            datab...]
    n4[self.engine = create_engine(databa...]
    n5[self.SessionLocal = sessionmaker(bind=se...]
    n6[Base.metadata.create_all(self.engine)]
    n7[logger.info(f'ExperienceRepository initia...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
950. integration aiva integration reception experience repository Function add samples to dataset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將經驗樣本加入資料集\n\n Args:\n dat...] n4[session = self.get_session()] n5[try] n6[count = 0] n7{for exp_id in experience_ids} n8[sample = DatasetSample(datase...] n9[session.add(sample)] n10[count += 1] n11[] n12[session.commit()] n13[logger.info(f'Added {count} sam...] n14[return count] n15[] n16[except Exception] n17[session.rollback()] n18[logger.error(f'Failed to add samples to d...] n19[raise] n20[finally] n21[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n16 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n7 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n20 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n15 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將經驗樣本加入資料集\n\n        Args:\n            dat...]
    n4[session = self.get_session()]
    n5[try]
    n6[count = 0]
    n7{for exp_id in experience_ids}
    n8[sample = DatasetSample(datase...]
    n9[session.add(sample)]
    n10[count += 1]
    n11[]
    n12[session.commit()]
    n13[logger.info(f'Added {count} sam...]
    n14[return count]
    n15[]
    n16[except Exception]
    n17[session.rollback()]
    n18[logger.error(f'Failed to add samples to d...]
    n19[raise]
    n20[finally]
    n21[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n16
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n20
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n15
    n20 --> n21
    n21 --> n2
951. integration aiva integration reception experience repository Function create training dataset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建訓練資料集\n\n Args:\n name: ...] n4[session = self.get_session()] n5[try] n6[dataset_id = f'dataset_{uuid4()....] n7[dataset = TrainingDataset(data...] n8[session.add(dataset)] n9[session.commit()] n10[session.refresh(dataset)] n11[logger.info(f"Created training dataset &...] n12[return dataset] n13[] n14[except Exception] n15[session.rollback()] n16[logger.error(f'Failed to create training ...] n17[raise] n18[finally] n19[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n14 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n18 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n13 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建訓練資料集\n\n        Args:\n            name: ...]
    n4[session = self.get_session()]
    n5[try]
    n6[dataset_id = f'dataset_{uuid4()....]
    n7[dataset = TrainingDataset(data...]
    n8[session.add(dataset)]
    n9[session.commit()]
    n10[session.refresh(dataset)]
    n11[logger.info(f"Created training dataset &...]
    n12[return dataset]
    n13[]
    n14[except Exception]
    n15[session.rollback()]
    n16[logger.error(f'Failed to create training ...]
    n17[raise]
    n18[finally]
    n19[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n14
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n18
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n13
    n18 --> n19
    n19 --> n2
952. integration aiva integration reception experience repository Function get dataset samples
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取資料集的所有樣本\n\n Args:\n dat...] n4[session = self.get_session()] n5[try] n6[results = session.query(Datase...] n7[return results] n8[] n9[finally] n10[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取資料集的所有樣本\n\n        Args:\n            dat...]
    n4[session = self.get_session()]
    n5[try]
    n6[results = session.query(Datase...]
    n7[return results]
    n8[]
    n9[finally]
    n10[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
953. integration aiva integration reception experience repository Function get experience
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取單一經驗記錄\n\n Args:\n exper...] n4[session = self.get_session()] n5[try] n6[return session.query(ExperienceRecord...] n7[] n8[finally] n9[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取單一經驗記錄\n\n        Args:\n            exper...]
    n4[session = self.get_session()]
    n5[try]
    n6[return session.query(ExperienceRecord...]
    n7[]
    n8[finally]
    n9[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
954. integration aiva integration reception experience repository Function get session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取資料庫會話'] n4[return self.SessionLocal()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取資料庫會話']
    n4[return self.SessionLocal()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
955. integration aiva integration reception experience repository Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取經驗庫統計資訊\n\n Returns:\n 統...] n4[session = self.get_session()] n5[try] n6[total_experiences = session.query(func.c...] n7[avg_score = session.query(func.a...] n8[attack_type_counts = session.query(Experi...] n9[return {'total_experiences':...] n10[] n11[finally] n12[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取經驗庫統計資訊\n\n        Returns:\n            統...]
    n4[session = self.get_session()]
    n5[try]
    n6[total_experiences = session.query(func.c...]
    n7[avg_score = session.query(func.a...]
    n8[attack_type_counts = session.query(Experi...]
    n9[return {'total_experiences':...]
    n10[]
    n11[finally]
    n12[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
956. integration aiva integration reception experience repository Function get top experiences
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取評分最高的經驗記錄\n\n Args:\n at...] n4[return self.query_experiences(attack_...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取評分最高的經驗記錄\n\n        Args:\n            at...]
    n4[return self.query_experiences(attack_...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
957. integration aiva integration reception experience repository Function query experiences
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['查詢經驗記錄\n\n Args:\n attack_...] n4[session = self.get_session()] n5[try] n6[query = session.query(Experi...] n7{if attack_type} n8[query = query.filter(Experie...] n9[] n10{if min_score is not None} n11[query = query.filter(Experie...] n12[] n13{if max_score is not None} n14[query = query.filter(Experie...] n15[] n16[query = query.order_by(desc(...] n17[return query.limit(limit).offset(offs...] n18[] n19[finally] n20[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['查詢經驗記錄\n\n        Args:\n            attack_...]
    n4[session = self.get_session()]
    n5[try]
    n6[query = session.query(Experi...]
    n7{if attack_type}
    n8[query = query.filter(Experie...]
    n9[]
    n10{if min_score is not None}
    n11[query = query.filter(Experie...]
    n12[]
    n13{if max_score is not None}
    n14[query = query.filter(Experie...]
    n15[]
    n16[query = query.order_by(desc(...]
    n17[return query.limit(limit).offset(offs...]
    n18[]
    n19[finally]
    n20[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
958. integration aiva integration reception experience repository Function save experience
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存經驗記錄\n\n Args:\n plan_id...] n4[session = self.get_session()] n5[try] n6[experience_id = f'exp_{uuid4().h...] n7[record = ExperienceRecord(exp...] n8[session.add(record)] n9[session.commit()] n10[session.refresh(record)] n11[logger.info(f'Saved experience {expe...] n12[return record] n13[] n14[except Exception] n15[session.rollback()] n16[logger.error(f'Failed to save experience:...] n17[raise] n18[finally] n19[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n14 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n18 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n13 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存經驗記錄\n\n        Args:\n            plan_id...]
    n4[session = self.get_session()]
    n5[try]
    n6[experience_id = f'exp_{uuid4().h...]
    n7[record = ExperienceRecord(exp...]
    n8[session.add(record)]
    n9[session.commit()]
    n10[session.refresh(record)]
    n11[logger.info(f'Saved experience {expe...]
    n12[return record]
    n13[]
    n14[except Exception]
    n15[session.rollback()]
    n16[logger.error(f'Failed to save experience:...]
    n17[raise]
    n18[finally]
    n19[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n14
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n18
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n13
    n18 --> n19
    n19 --> n2
959. integration aiva integration reception experience repository Function save training history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存訓練歷史\n\n Args:\n model_n...] n4[session = self.get_session()] n5[try] n6[training_id = f'train_{uuid4().h...] n7[history = ModelTrainingHistory...] n8[session.add(history)] n9[session.commit()] n10[session.refresh(history)] n11[logger.info(f'Created training history &#...] n12[return history] n13[] n14[except Exception] n15[session.rollback()] n16[logger.error(f'Failed to save training hi...] n17[raise] n18[finally] n19[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n14 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n18 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n13 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存訓練歷史\n\n        Args:\n            model_n...]
    n4[session = self.get_session()]
    n5[try]
    n6[training_id = f'train_{uuid4().h...]
    n7[history = ModelTrainingHistory...]
    n8[session.add(history)]
    n9[session.commit()]
    n10[session.refresh(history)]
    n11[logger.info(f'Created training history &#...]
    n12[return history]
    n13[]
    n14[except Exception]
    n15[session.rollback()]
    n16[logger.error(f'Failed to save training hi...]
    n17[raise]
    n18[finally]
    n19[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n14
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n18
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n13
    n18 --> n19
    n19 --> n2
960. integration aiva integration reception experience repository Function update training history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新訓練歷史\n\n Args:\n trainin...] n4[session = self.get_session()] n5[try] n6[history = session.query(ModelT...] n7{if not history} n8[logger.warning(f'Training history {t...] n9[return] n10[] n11{if status} n12[history.status = status] n13[] n14{if final_loss is not None} n15[history.final_loss = final_loss] n16[] n17{if final_accuracy is not None} n18[history.final_accuracy = final_accuracy] n19[] n20{if training_metrics} n21[history.training_metrics = training_metrics] n22[] n23{if model_path} n24[history.model_path = model_path] n25[] n26{if status in ('completed', &a...} n27[history.completed_at = datetime.now()] n28[] n29[session.commit()] n30[logger.info(f'Updated training history &#...] n31[] n32[except Exception] n33[session.rollback()] n34[logger.error(f'Failed to update training ...] n35[raise] n36[finally] n37[session.close()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n32 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n36 n32 --> n33 n33 --> n34 n34 --> n35 n35 --> n31 n36 --> n37 n37 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新訓練歷史\n\n        Args:\n            trainin...]
    n4[session = self.get_session()]
    n5[try]
    n6[history = session.query(ModelT...]
    n7{if not history}
    n8[logger.warning(f'Training history {t...]
    n9[return]
    n10[]
    n11{if status}
    n12[history.status = status]
    n13[]
    n14{if final_loss is not None}
    n15[history.final_loss = final_loss]
    n16[]
    n17{if final_accuracy is not None}
    n18[history.final_accuracy = final_accuracy]
    n19[]
    n20{if training_metrics}
    n21[history.training_metrics = training_metrics]
    n22[]
    n23{if model_path}
    n24[history.model_path = model_path]
    n25[]
    n26{if status in ('completed', &a...}
    n27[history.completed_at = datetime.now()]
    n28[]
    n29[session.commit()]
    n30[logger.info(f'Updated training history &#...]
    n31[]
    n32[except Exception]
    n33[session.rollback()]
    n34[logger.error(f'Failed to update training ...]
    n35[raise]
    n36[finally]
    n37[session.close()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n32
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n36
    n32 --> n33
    n33 --> n34
    n34 --> n35
    n35 --> n31
    n36 --> n37
    n37 --> n2
961. integration aiva integration reception lifecycle manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.session = session] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.session = session]
    n1 --> n3
    n3 --> n2
962. integration aiva integration reception lifecycle manager Function assess exploitability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['評估可利用性'] n4[confidence = finding.vulnerabilit...] n5{if confidence == 'HIGH'} n6[return 'high'] n7{if confidence == 'MEDIUM'} n8[return 'medium'] n9[return 'low'] n10[] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n11 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['評估可利用性']
    n4[confidence = finding.vulnerabilit...]
    n5{if confidence == 'HIGH'}
    n6[return 'high']
    n7{if confidence == 'MEDIUM'}
    n8[return 'medium']
    n9[return 'low']
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n11
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
963. integration aiva integration reception lifecycle manager Function calculate initial risk score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算初始風險分數'] n4[severity_scores = {'CRITICAL&#39...] n5[base_score = severity_scores.get(...] n6[confidence_multipliers = {'HIGH&#...] n7[confidence_multiplier = confidence_multiplie...] n8[asset = self.session.query(A...] n9{if asset} n10[business_multipliers = {BusinessCriticality...] n11[business_multiplier = business_multipliers...] n12[business_multiplier = 1.0] n13[] n14[return round(base_score * confidence_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n13 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算初始風險分數']
    n4[severity_scores = {'CRITICAL&#39...]
    n5[base_score = severity_scores.get(...]
    n6[confidence_multipliers = {'HIGH&&#35...]
    n7[confidence_multiplier = confidence_multiplie...]
    n8[asset = self.session.query(A...]
    n9{if asset}
    n10[business_multipliers = {BusinessCriticality...]
    n11[business_multiplier = business_multipliers...]
    n12[business_multiplier = 1.0]
    n13[]
    n14[return round(base_score * confidence_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n13
    n12 --> n13
    n13 --> n14
    n14 --> n2
964. integration aiva integration reception lifecycle manager Function extract location key
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成位置唯一鍵（用於去重）'] n4[url = str(finding.target.u...] n5[param = finding.target.param...] n6[method = finding.target.metho...] n7[return f'{url}:{param}:&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成位置唯一鍵（用於去重）']
    n4[url = str(finding.target.u...]
    n5[param = finding.target.param...]
    n6[method = finding.target.metho...]
    n7[return f'{url}:{param}:&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
965. integration aiva integration reception lifecycle manager Function extract location
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取漏洞位置資訊'] n4[return {'url': str(findi...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取漏洞位置資訊']
    n4[return {'url': str(findi...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
966. integration aiva integration reception lifecycle manager Function extract vuln type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取漏洞類型'] n4[return finding.vulnerability.name.val...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取漏洞類型']
    n4[return finding.vulnerability.name.val...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
967. integration aiva integration reception lifecycle manager Function generate asset id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成資產唯一 ID'] n4[content = f'{asset_type}:{asse...] n5[return f'asset_{hashlib.sha256(conte...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成資產唯一 ID']
    n4[content = f'{asset_type}:{asse...]
    n5[return f'asset_{hashlib.sha256(conte...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
968. integration aiva integration reception lifecycle manager Function generate vulnerability id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成漏洞唯一 ID（用於去重）\n\n 基於：資產 I...] n4[vuln_type = self._extract_vuln_t...] n5[location = self._extract_locati...] n6[content = f'{asset_id}:{vuln_t...] n7[return f'vuln_{hashlib.sha256(conten...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成漏洞唯一 ID（用於去重）\n\n        基於：資產 I...]
    n4[vuln_type = self._extract_vuln_t...]
    n5[location = self._extract_locati...]
    n6[content = f'{asset_id}:{vuln_t...]
    n7[return f'vuln_{hashlib.sha256(conten...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
969. integration aiva integration reception lifecycle manager Function infer asset id from finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從 Finding 推斷資產 ID'] n4[target_url = str(finding.target.u...] n5[return self._generate_asset_id('url&&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從 Finding 推斷資產 ID']
    n4[target_url = str(finding.target.u...]
    n5[return self._generate_asset_id('url&&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
970. integration aiva integration reception lifecycle manager Function log status change
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄狀態變更歷史'] n4[history = VulnerabilityHistory...] n5[self.session.add(history)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄狀態變更歷史']
    n4[history = VulnerabilityHistory...]
    n5[self.session.add(history)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
971. integration aiva integration reception lifecycle manager Function add vulnerability tag
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 為漏洞添加標籤\n\n Args:\n ...] n4[existing = self.session.query(V...] n5{if existing} n6[logger.debug(f'Tag already exists: {...] n7[return existing] n8[] n9[tag_obj = VulnerabilityTag(vul...] n10[self.session.add(tag_obj)] n11[self.session.commit()] n12[logger.info(f'Added tag to vulnerability:...] n13[return tag_obj] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        為漏洞添加標籤\n\n        Args:\n        ...]
    n4[existing = self.session.query(V...]
    n5{if existing}
    n6[logger.debug(f'Tag already exists: {...]
    n7[return existing]
    n8[]
    n9[tag_obj = VulnerabilityTag(vul...]
    n10[self.session.add(tag_obj)]
    n11[self.session.commit()]
    n12[logger.info(f'Added tag to vulnerability:...]
    n13[return tag_obj]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
972. integration aiva integration reception lifecycle manager Function assign vulnerability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 指派漏洞給特定人員\n\n Args:\n ...] n4[vulnerability = self.session.query(V...] n5{if not vulnerability} n6[return None] n7[] n8[old_assigned = vulnerability.assign...] n9[vulnerability.assigned_to = assigned_to] n10[history = VulnerabilityHistory...] n11[self.session.add(history)] n12[self.session.commit()] n13[logger.info(f'Assigned vulnerability ...] n14[return vulnerability] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        指派漏洞給特定人員\n\n        Args:\n      ...]
    n4[vulnerability = self.session.query(V...]
    n5{if not vulnerability}
    n6[return None]
    n7[]
    n8[old_assigned = vulnerability.assign...]
    n9[vulnerability.assigned_to = assigned_to]
    n10[history = VulnerabilityHistory...]
    n11[self.session.add(history)]
    n12[self.session.commit()]
    n13[logger.info(f'Assigned vulnerability &#12...]
    n14[return vulnerability]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
973. integration aiva integration reception lifecycle manager Function calculate mttr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算平均修復時間 (Mean Time To Resolve...] n4[cutoff_date = datetime.utcnow() - ...] n5[query = self.session.query(V...] n6{if severity} n7[query = query.filter(Vulnera...] n8[] n9[vulnerabilities = query.all()] n10{if not vulnerabilities} n11[return {'count': 0, &...] n12[] n13[resolution_times = []] n14{for vuln in vulnerabilities} n15{if vuln.fixed_at and vuln.firs...} n16[delta = vuln.fixed_at - vuln...] n17[hours = delta.total_seconds(...] n18[resolution_times.append(hours)] n19[] n20[] n21[return {'count': len(res...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n20 n15 -->|Yes| n16 n15 -->|No| n19 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n14 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算平均修復時間 (Mean Time To Resolve...]
    n4[cutoff_date = datetime.utcnow() - ...]
    n5[query = self.session.query(V...]
    n6{if severity}
    n7[query = query.filter(Vulnera...]
    n8[]
    n9[vulnerabilities = query.all()]
    n10{if not vulnerabilities}
    n11[return {'count': 0, &&#3...]
    n12[]
    n13[resolution_times = []]
    n14{for vuln in vulnerabilities}
    n15{if vuln.fixed_at and vuln.firs...}
    n16[delta = vuln.fixed_at - vuln...]
    n17[hours = delta.total_seconds(...]
    n18[resolution_times.append(hours)]
    n19[]
    n20[]
    n21[return {'count': len(res...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n20
    n15 -->|Yes| n16
    n15 -->|No| n19
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n14
    n20 --> n21
    n21 --> n2
974. integration aiva integration reception lifecycle manager Function get asset vulnerabilities
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取資產的所有漏洞\n\n Args:\n ...] n4[query = self.session.query(V...] n5{if not include_fixed} n6[query = query.filter(Vulnera...] n7[] n8[return query.order_by(Vulnerability.r...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取資產的所有漏洞\n\n        Args:\n      ...]
    n4[query = self.session.query(V...]
    n5{if not include_fixed}
    n6[query = query.filter(Vulnera...]
    n7[]
    n8[return query.order_by(Vulnerability.r...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
975. integration aiva integration reception lifecycle manager Function get overdue vulnerabilities
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取所有逾期的漏洞\n\n Returns:\n ...] n4[return self.session.query(Vulnerabili...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取所有逾期的漏洞\n\n        Returns:\n   ...]
    n4[return self.session.query(Vulnerabili...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
976. integration aiva integration reception lifecycle manager Function process finding
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 處理 Finding，進行漏洞去重和生命週期管理\n\n ...] n4{if not asset_id} n5[asset_id = self._infer_asset_id...] n6[] n7[vulnerability_id = self._generate_vulne...] n8[vulnerability = self.session.query(V...] n9[is_new = False] n10{if vulnerability} n11[vulnerability.last_detected_at = datetime.utcnow()] n12{if vulnerability.status == Vul...} n13[old_status = vulnerability.status] n14[vulnerability.status = VulnerabilityStatus....] n15[vulnerability.fixed_at = None] n16[vulnerability.verified_fixed_at = None] n17[self._log_status_change(vulnerability_id, old_stat...] n18[logger.warning(f'Previously fixed vulnera...] n19[] n20[logger.info(f'Updated existing vulnerabil...] n21[is_new = True] n22[vulnerability = Vulnerability(vulner...] n23[self.session.add(vulnerability)] n24[logger.info(f'Created new vulnerability: ...] n25[] n26[self.session.commit()] n27[return (vulnerability, is_new)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n21 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n19 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n25 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        處理 Finding，進行漏洞去重和生命週期管理\n\n      ...]
    n4{if not asset_id}
    n5[asset_id = self._infer_asset_id...]
    n6[]
    n7[vulnerability_id = self._generate_vulne...]
    n8[vulnerability = self.session.query(V...]
    n9[is_new = False]
    n10{if vulnerability}
    n11[vulnerability.last_detected_at = datetime.utcnow()]
    n12{if vulnerability.status == Vul...}
    n13[old_status = vulnerability.status]
    n14[vulnerability.status = VulnerabilityStatus....]
    n15[vulnerability.fixed_at = None]
    n16[vulnerability.verified_fixed_at = None]
    n17[self._log_status_change(vulnerability_id, old_stat...]
    n18[logger.warning(f'Previously fixed vulnera...]
    n19[]
    n20[logger.info(f'Updated existing vulnerabil...]
    n21[is_new = True]
    n22[vulnerability = Vulnerability(vulner...]
    n23[self.session.add(vulnerability)]
    n24[logger.info(f'Created new vulnerability: ...]
    n25[]
    n26[self.session.commit()]
    n27[return (vulnerability, is_new)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n21
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n19
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n25
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n2
977. integration aiva integration reception lifecycle manager Function register asset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 註冊或更新資產\n\n Args:\n ...] n4[asset_id = self._generate_asset...] n5[asset = self.session.query(A...] n6{if asset} n7[asset.last_scanned_at = datetime.utcnow()] n8{if name} n9[asset.name = name] n10[] n11{if owner} n12[asset.owner = owner] n13[] n14{if tags} n15[asset.tags = tags] n16[] n17{if technology_stack} n18[asset.technology_stack = technology_stack] n19[] n20[logger.info(f'Updated existing asset: ...] n21[asset = Asset(asset_id=asset...] n22[self.session.add(asset)] n23[logger.info(f'Registered new asset: {...] n24[] n25[self.session.commit()] n26[return asset] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n21 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 --> n24 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        註冊或更新資產\n\n        Args:\n        ...]
    n4[asset_id = self._generate_asset...]
    n5[asset = self.session.query(A...]
    n6{if asset}
    n7[asset.last_scanned_at = datetime.utcnow()]
    n8{if name}
    n9[asset.name = name]
    n10[]
    n11{if owner}
    n12[asset.owner = owner]
    n13[]
    n14{if tags}
    n15[asset.tags = tags]
    n16[]
    n17{if technology_stack}
    n18[asset.technology_stack = technology_stack]
    n19[]
    n20[logger.info(f'Updated existing asset: &#1...]
    n21[asset = Asset(asset_id=asset...]
    n22[self.session.add(asset)]
    n23[logger.info(f'Registered new asset: &#123...]
    n24[]
    n25[self.session.commit()]
    n26[return asset]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n21
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 --> n24
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
978. integration aiva integration reception lifecycle manager Function update vulnerability status
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 更新漏洞狀態\n\n Args:\n ...] n4[vulnerability = self.session.query(V...] n5{if not vulnerability} n6[logger.warning(f'Vulnerability not found:...] n7[return None] n8[] n9[old_status = vulnerability.status] n10{if old_status == new_status} n11[logger.debug(f'Status unchanged for vulne...] n12[return vulnerability] n13[] n14[vulnerability.status = new_status] n15{if new_status == Vulnerability...} n16[vulnerability.fixed_at = datetime.utcnow()] n17[] n18[self._log_status_change(vulnerability_id, old_stat...] n19[self.session.commit()] n20[logger.info(f'Updated vulnerability statu...] n21[return vulnerability] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        更新漏洞狀態\n\n        Args:\n         ...]
    n4[vulnerability = self.session.query(V...]
    n5{if not vulnerability}
    n6[logger.warning(f'Vulnerability not found:...]
    n7[return None]
    n8[]
    n9[old_status = vulnerability.status]
    n10{if old_status == new_status}
    n11[logger.debug(f'Status unchanged for vulne...]
    n12[return vulnerability]
    n13[]
    n14[vulnerability.status = new_status]
    n15{if new_status == Vulnerability...}
    n16[vulnerability.fixed_at = datetime.utcnow()]
    n17[]
    n18[self._log_status_change(vulnerability_id, old_stat...]
    n19[self.session.commit()]
    n20[logger.info(f'Updated vulnerability statu...]
    n21[return vulnerability]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
979. integration aiva integration reception models enhanced Function repr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return f'<FindingRecord(finding_id...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return f'<FindingRecord(finding_id...]
    n1 --> n3
    n3 --> n2
980. integration aiva integration reception models enhanced Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典'] n4[return {'vulnerability_id': ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典']
    n4[return {'vulnerability_id': ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
981. integration aiva integration reception sql result database Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.database_url = database_url] n4[self.auto_migrate = auto_migrate] n5[engine_args: dict[str, Any] = {'...] n6{if not database_url.startswith...} n7[engine_args.update({'pool_size&&...] n8[] n9[self.engine = create_engine(databa...] n10[self.SessionLocal = sessionmaker(autocom...] n11{if auto_migrate} n12[self._create_tables()] n13[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.database_url = database_url]
    n4[self.auto_migrate = auto_migrate]
    n5[engine_args: dict[str, Any] = {'...]
    n6{if not database_url.startswith...}
    n7[engine_args.update({'pool_size&&...]
    n8[]
    n9[self.engine = create_engine(databa...]
    n10[self.SessionLocal = sessionmaker(autocom...]
    n11{if auto_migrate}
    n12[self._create_tables()]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n2
982. integration aiva integration reception sql result database Function create tables
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建資料庫表'] n4[Base.metadata.create_all(bind=self.engine)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建資料庫表']
    n4[Base.metadata.create_all(bind=self.engine)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
983. integration aiva integration reception sql result database Function get session
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取資料庫 session'] n4[return self.SessionLocal()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取資料庫 session']
    n4[return self.SessionLocal()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
984. integration aiva integration reception sql result database Function to finding payload
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為 FindingPayload 對象'] n4[raw_data_str: str = str(self.raw_data)] n5[return FindingPayload.model_validate_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為 FindingPayload 對象']
    n4[raw_data_str: str = str(self.raw_data)]
    n5[return FindingPayload.model_validate_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
985. integration aiva integration remediation code fixer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化代碼修復器\n\n Args:\n ...] n4[self.api_key = api_key] n5[self.model = model] n6[self.use_litellm = use_litellm and LITE...] n7[self.max_tokens = max_tokens] n8[self.fix_history: list[dict[str, Any]] = ...] n9{if self.use_litellm} n10{if not LITELLM_AVAILABLE} n11[logger.warning('litellm_not_available&...] n12[self.use_litellm = False] n13[litellm.api_key = api_key] n14[logger.info('code_fixer_initialized&&...] n15[] n16{if OPENAI_AVAILABLE and api_key} n17[openai.api_key = api_key] n18[logger.info('code_fixer_initialized&&...] n19[logger.warning('no_ai_api_available&&...] n20[] n21[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n16 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n15 n13 --> n14 n14 --> n15 n15 --> n21 n16 -->|Yes| n17 n16 -->|No| n19 n17 --> n18 n18 --> n20 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化代碼修復器\n\n        Args:\n       ...]
    n4[self.api_key = api_key]
    n5[self.model = model]
    n6[self.use_litellm = use_litellm and LITE...]
    n7[self.max_tokens = max_tokens]
    n8[self.fix_history: list[dict[str, Any]] = ...]
    n9{if self.use_litellm}
    n10{if not LITELLM_AVAILABLE}
    n11[logger.warning('litellm_not_available&amp...]
    n12[self.use_litellm = False]
    n13[litellm.api_key = api_key]
    n14[logger.info('code_fixer_initialized&&...]
    n15[]
    n16{if OPENAI_AVAILABLE and api_key}
    n17[openai.api_key = api_key]
    n18[logger.info('code_fixer_initialized&&...]
    n19[logger.warning('no_ai_api_available&&...]
    n20[]
    n21[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n16
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n15
    n13 --> n14
    n14 --> n15
    n15 --> n21
    n16 -->|Yes| n17
    n16 -->|No| n19
    n17 --> n18
    n18 --> n20
    n19 --> n20
    n20 --> n21
    n21 --> n2
986. integration aiva integration remediation code fixer Function build fix prompt
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建修復提示'] n4[prompt = f'Fix the following ...] n5{if context} n6[prompt += f'\nContext: {context}&am...] n7[] n8[prompt += '\n\nProvide:\n1. Fixed code\n2. Ex...] n9[return prompt] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建修復提示']
    n4[prompt = f'Fix the following ...]
    n5{if context}
    n6[prompt += f'\nContext: {context}&am...]
    n7[]
    n8[prompt += '\n\nProvide:\n1. Fixed code\n2. Ex...]
    n9[return prompt]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
987. integration aiva integration remediation code fixer Function fix with llm
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['使用 LLM 修復代碼'] n4[prompt = self._build_fix_prom...] n5{if self.use_litellm} n6[response = litellm.completion(m...] n7[content = response.choices[0]....] n8[response = openai.ChatCompletio...] n9[content = response.choices[0]....] n10[] n11[return self._parse_llm_response(conte...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n10 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['使用 LLM 修復代碼']
    n4[prompt = self._build_fix_prom...]
    n5{if self.use_litellm}
    n6[response = litellm.completion(m...]
    n7[content = response.choices[0]....]
    n8[response = openai.ChatCompletio...]
    n9[content = response.choices[0]....]
    n10[]
    n11[return self._parse_llm_response(conte...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n10
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
988. integration aiva integration remediation code fixer Function fix with mock
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Mock 模式修復'] n4[logger.debug('using_mock_fixer&#3...] n5{if vulnerability_type.lower() ...} n6[fixed_code = self._mock_fix_sql_i...] n7[explanation = 'Replaced string con...] n8[confidence = 0.85] n9{if vulnerability_type.lower() ...} n10[fixed_code = self._mock_fix_xss(c...] n11[explanation = 'Added HTML escaping...] n12[confidence = 0.8] n13{if vulnerability_type.lower() ...} n14[fixed_code = self._mock_fix_path_...] n15[explanation = 'Added path validati...] n16[confidence = 0.75] n17[fixed_code = f'# TODO: Fix {vulne...] n18[explanation = f'Generic fix templa...] n19[confidence = 0.5] n20[] n21[] n22[] n23[return {'fixed_code': fixed_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 --> n7 n7 --> n8 n8 --> n22 n9 -->|Yes| n10 n9 -->|No| n13 n10 --> n11 n11 --> n12 n12 --> n21 n13 -->|Yes| n14 n13 -->|No| n17 n14 --> n15 n15 --> n16 n16 --> n20 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Mock 模式修復']
    n4[logger.debug('using_mock_fixer&#3...]
    n5{if vulnerability_type.lower() ...}
    n6[fixed_code = self._mock_fix_sql_i...]
    n7[explanation = 'Replaced string con...]
    n8[confidence = 0.85]
    n9{if vulnerability_type.lower() ...}
    n10[fixed_code = self._mock_fix_xss(c...]
    n11[explanation = 'Added HTML escaping...]
    n12[confidence = 0.8]
    n13{if vulnerability_type.lower() ...}
    n14[fixed_code = self._mock_fix_path_...]
    n15[explanation = 'Added path validati...]
    n16[confidence = 0.75]
    n17[fixed_code = f'# TODO: Fix {vulne...]
    n18[explanation = f'Generic fix templa...]
    n19[confidence = 0.5]
    n20[]
    n21[]
    n22[]
    n23[return {'fixed_code': fixed_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 --> n7
    n7 --> n8
    n8 --> n22
    n9 -->|Yes| n10
    n9 -->|No| n13
    n10 --> n11
    n11 --> n12
    n12 --> n21
    n13 -->|Yes| n14
    n13 -->|No| n17
    n14 --> n15
    n15 --> n16
    n16 --> n20
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n2
989. integration aiva integration remediation code fixer Function mock fix path traversal
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Mock 路徑遍歷修復'] n4{if language == 'python'} n5[return f'import os\nfrom pathlib impo...] n6[] n7[return f'# Fixed Path Traversal - Add...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Mock 路徑遍歷修復']
    n4{if language == 'python'}
    n5[return f'import os\nfrom pathlib impo...]
    n6[]
    n7[return f'# Fixed Path Traversal - Add...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
990. integration aiva integration remediation code fixer Function mock fix sql injection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Mock SQL 注入修復'] n4{if language == 'python' and &...} n5[return code.replace('execute(&...] n6[] n7[return f'# Fixed SQL Injection\n{cod...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Mock SQL 注入修復']
    n4{if language == 'python' and &...}
    n5[return code.replace('execute(&&#3...]
    n6[]
    n7[return f'# Fixed SQL Injection\n{cod...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
991. integration aiva integration remediation code fixer Function mock fix xss
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['Mock XSS 修復'] n4{if language == 'python' and (...} n5[return f"import html\n# Fixed: Escape...] n6[] n7[return f'# Fixed XSS - Add HTML escap...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['Mock XSS 修復']
    n4{if language == 'python' and (...}
    n5[return f"import html\n# Fixed: Escape...]
    n6[]
    n7[return f'# Fixed XSS - Add HTML escap...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
992. integration aiva integration remediation code fixer Function parse llm response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['解析 LLM 響應'] n4[lines = content.split('\n')] n5[fixed_code = ''] n6[explanation = ''] n7[confidence = 0.5] n8[in_code = False] n9[in_explanation = False] n10{for line in lines} n11{if 'FIXED_CODE:' in line or &...} n12[in_code = not in_code] n13[continue] n14[] n15{if 'EXPLANATION:' in line} n16[in_explanation = True] n17[continue] n18[] n19{if 'CONFIDENCE:' in line} n20[in_explanation = False] n21[with contextli...] n22[confidence = float(line.split(':&...] n23[continue] n24[] n25{if in_code} n26[fixed_code += line + '\n'] n27{if in_explanation} n28[explanation += line + ' '] n29[] n30[] n31[] n32[return {'fixed_code': fixed_...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n31 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n18 n16 --> n17 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n24 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n30 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n30 n30 --> n10 n31 --> n32 n32 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['解析 LLM 響應']
    n4[lines = content.split('\n')]
    n5[fixed_code = '']
    n6[explanation = '']
    n7[confidence = 0.5]
    n8[in_code = False]
    n9[in_explanation = False]
    n10{for line in lines}
    n11{if 'FIXED_CODE:' in line or &...}
    n12[in_code = not in_code]
    n13[continue]
    n14[]
    n15{if 'EXPLANATION:' in line}
    n16[in_explanation = True]
    n17[continue]
    n18[]
    n19{if 'CONFIDENCE:' in line}
    n20[in_explanation = False]
    n21[with contextli...]
    n22[confidence = float(line.split(':&...]
    n23[continue]
    n24[]
    n25{if in_code}
    n26[fixed_code += line + '\n']
    n27{if in_explanation}
    n28[explanation += line + ' ']
    n29[]
    n30[]
    n31[]
    n32[return {'fixed_code': fixed_...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n31
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n18
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n24
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n30
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n30
    n30 --> n10
    n31 --> n32
    n32 --> n2
993. integration aiva integration remediation code fixer Function fix multiple issues
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 批量修復多個問題\n\n Args:\n ...] n4[logger.info('fixing_multiple_issues&&...] n5[results = {'timestamp': date...] n6{for issue in issues} n7[fix = self.fix_vulnerabili...] n8[results['fixes'].append&#...] n9{if fix['status'] == &...} n10[results['success_count'] ...] n11[results['failed_count'] += 1] n12[] n13[] n14[logger.info('multiple_issues_fixed&&#...] n15[return results] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n13 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n12 n11 --> n12 n12 --> n6 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        批量修復多個問題\n\n        Args:\n       ...]
    n4[logger.info('fixing_multiple_issues&&...]
    n5[results = {'timestamp': date...]
    n6{for issue in issues}
    n7[fix = self.fix_vulnerabili...]
    n8[results['fixes'].append&#...]
    n9{if fix['status'] == &...}
    n10[results['success_count'] ...]
    n11[results['failed_count'] += 1]
    n12[]
    n13[]
    n14[logger.info('multiple_issues_fixed&&#...]
    n15[return results]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n13
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n12
    n11 --> n12
    n12 --> n6
    n13 --> n14
    n14 --> n15
    n15 --> n2
994. integration aiva integration remediation code fixer Function fix vulnerability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 修復代碼漏洞\n\n Args:\n ...] n4[logger.info('fixing_vulnerability&...] n5[fix_id = hashlib.sha256(f'{co...] n6[result = {'fix_id': fix_id, ...] n7[try] n8{if self.use_litellm or (OPENAI...} n9[fixed = self._fix_with_llm(c...] n10[result.update(fixed)] n11[fixed = self._fix_with_mock(...] n12[result.update(fixed)] n13[] n14[result['status'] = &&...] n15[logger.info('vulnerability_fixed&#...] n16[] n17[except Exception] n18[logger.error('fix_failed', fi...] n19[result['status'] = &&...] n20[result['error'] = str(...] n21[self.fix_history.append(result)] n22[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n17 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n21 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n16 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        修復代碼漏洞\n\n        Args:\n         ...]
    n4[logger.info('fixing_vulnerability&&#3...]
    n5[fix_id = hashlib.sha256(f'{co...]
    n6[result = {'fix_id': fix_id, ...]
    n7[try]
    n8{if self.use_litellm or (OPENAI...}
    n9[fixed = self._fix_with_llm(c...]
    n10[result.update(fixed)]
    n11[fixed = self._fix_with_mock(...]
    n12[result.update(fixed)]
    n13[]
    n14[result['status'] = &&...]
    n15[logger.info('vulnerability_fixed&&#35...]
    n16[]
    n17[except Exception]
    n18[logger.error('fix_failed', fi...]
    n19[result['status'] = &&...]
    n20[result['error'] = str&#40...]
    n21[self.fix_history.append(result)]
    n22[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n17
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n21
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n16
    n21 --> n22
    n22 --> n2
995. integration aiva integration remediation code fixer Function get fix history
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取修復歷史'] n4[return self.fix_history] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取修復歷史']
    n4[return self.fix_history]
    n1 --> n3
    n3 --> n4
    n4 --> n2
996. integration aiva integration remediation code fixer Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例 - Mock 模式'] n4[print('🤖 Code Fixer Demo (Mock Mode&#...] n5[print('=' * 60)] n6[fixer = CodeFixer(use_litell...] n7[sql_code = 'cursor.execute("SEL...] n8[result1 = fixer.fix_vulnerabil...] n9[print('\n📋 SQL Injection Fix:&#39...] n10[print(f" Status: {result1[&&#...] n11[print(f" Confidence: {result1[&am...] n12[print(f" Explanation: {result1[&a...] n13[xss_code = "return render_templ...] n14[result2 = fixer.fix_vulnerabil...] n15[print('\n📋 XSS Fix:')] n16[print(f" Status: {result2[&&#...] n17[print(f" Confidence: {result2[&am...] n18[print('\n✅ Demo completed (Mock mode&...] n19[print('💡 Provide API key to use real LLM ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例 - Mock 模式']
    n4[print('🤖 Code Fixer Demo (Mock Mode&#...]
    n5[print('=' * 60)]
    n6[fixer = CodeFixer(use_litell...]
    n7[sql_code = 'cursor.execute("SEL...]
    n8[result1 = fixer.fix_vulnerabil...]
    n9[print('\n📋 SQL Injection Fix:&#39...]
    n10[print(f"   Status: {result1[&&#...]
    n11[print(f"   Confidence: {result1[&am...]
    n12[print(f"   Explanation: {result1[&a...]
    n13[xss_code = "return render_templ...]
    n14[result2 = fixer.fix_vulnerabil...]
    n15[print('\n📋 XSS Fix:')]
    n16[print(f"   Status: {result2[&&#...]
    n17[print(f"   Confidence: {result2[&am...]
    n18[print('\n✅ Demo completed (Mock mode&...]
    n19[print('💡 Provide API key to use real LLM ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
997. integration aiva integration remediation config recommender Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化配置建議器\n\n Args:\n ...] n4[self.preserve_comments = preserve_comments] n5[self.yaml = YAML()] n6{if preserve_comments} n7[self.yaml.preserve_quotes = True] n8[self.yaml.default_flow_style = False] n9[] n10[self.recommendations: list[dict[str, Any]]...] n11[logger.info('config_recommender_initializ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化配置建議器\n\n        Args:\n       ...]
    n4[self.preserve_comments = preserve_comments]
    n5[self.yaml = YAML()]
    n6{if preserve_comments}
    n7[self.yaml.preserve_quotes = True]
    n8[self.yaml.default_flow_style = False]
    n9[]
    n10[self.recommendations: list[dict[str, Any]&#93...]
    n11[logger.info('config_recommender_initializ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
998. integration aiva integration remediation config recommender Function analyze application config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析應用程序配置'] n4{if config.get('debug', False&...} n5[analysis['issues'].append...] n6[analysis['recommendations' ...] n7[] n8[secret_key = config.get('secret_k...] n9{if not secret_key or secret_ke...} n10[analysis['issues'].append...] n11[analysis['recommendations' ...] n12[] n13[cors_origins = config.get('cors&#...] n14{if '*' in cors_origins} n15[analysis['issues'].append...] n16[analysis['recommendations' ...] n17[] n18[return analysis] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析應用程序配置']
    n4{if config.get('debug', False&...}
    n5[analysis['issues'].append...]
    n6[analysis['recommendations'&#9...]
    n7[]
    n8[secret_key = config.get('secret_k...]
    n9{if not secret_key or secret_ke...}
    n10[analysis['issues'].append...]
    n11[analysis['recommendations'&#9...]
    n12[]
    n13[cors_origins = config.get('cors&#...]
    n14{if '*' in cors_origins}
    n15[analysis['issues'].append...]
    n16[analysis['recommendations'&#9...]
    n17[]
    n18[return analysis]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
999. integration aiva integration remediation config recommender Function analyze database config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析數據庫配置'] n4{if not config.get('ssl', ...} n5[analysis['issues'].append...] n6[analysis['recommendations' ...] n7[] n8[default_ports = {'mysql': 33...] n9[db_type = config.get('type', ...] n10[current_port = config.get('port&#...] n11{if db_type in default_ports an...} n12[analysis['issues'].append...] n13[analysis['recommendations' ...] n14[] n15{if not config.get('password_po...} n16[analysis['recommendations' ...] n17[] n18[return analysis] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析數據庫配置']
    n4{if not config.get('ssl', &#12...}
    n5[analysis['issues'].append...]
    n6[analysis['recommendations'&#9...]
    n7[]
    n8[default_ports = {'mysql': 33...]
    n9[db_type = config.get('type', ...]
    n10[current_port = config.get('port&#...]
    n11{if db_type in default_ports an...}
    n12[analysis['issues'].append...]
    n13[analysis['recommendations'&#9...]
    n14[]
    n15{if not config.get('password_po...}
    n16[analysis['recommendations'&#9...]
    n17[]
    n18[return analysis]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n2
1000. integration aiva integration remediation config recommender Function analyze general config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析通用配置'] n4[log_level = config.get('logging&#...] n5{if log_level in ['DEBUG', &am...} n6[analysis['recommendations' ...] n7[] n8[return analysis] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析通用配置']
    n4[log_level = config.get('logging&#...]
    n5{if log_level in ['DEBUG', &am...}
    n6[analysis['recommendations'&#9...]
    n7[]
    n8[return analysis]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1001. integration aiva integration remediation config recommender Function analyze web server config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析 Web 服務器配置'] n4{if not config.get('https', &#...} n5[analysis['issues'].append...] n6[analysis['recommendations' ...] n7[] n8{if not config.get('security_he...} n9[analysis['issues'].append...] n10[analysis['recommendations' ...] n11[] n12{if not config.get('security_he...} n13[analysis['issues'].append...] n14[analysis['recommendations' ...] n15[] n16[return analysis] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析 Web 服務器配置']
    n4{if not config.get('https', &#...}
    n5[analysis['issues'].append...]
    n6[analysis['recommendations'&#9...]
    n7[]
    n8{if not config.get('security_he...}
    n9[analysis['issues'].append...]
    n10[analysis['recommendations'&#9...]
    n11[]
    n12{if not config.get('security_he...}
    n13[analysis['issues'].append...]
    n14[analysis['recommendations'&#9...]
    n15[]
    n16[return analysis]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1002. integration aiva integration remediation config recommender Function calculate risk level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算整體風險等級'] n4{if not issues} n5[return 'LOW'] n6[] n7[severity_scores = {'CRITICAL&#39...] n8[total_score = sum((severity_scores...] n9{if total_score >= 10} n10[return 'CRITICAL'] n11[] n12{if total_score >= 7} n13[return 'HIGH'] n14[] n15{if total_score >= 4} n16[return 'MEDIUM'] n17[] n18[return 'LOW'] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算整體風險等級']
    n4{if not issues}
    n5[return 'LOW']
    n6[]
    n7[severity_scores = {'CRITICAL&#39...]
    n8[total_score = sum((severity_scores...]
    n9{if total_score >= 10}
    n10[return 'CRITICAL']
    n11[]
    n12{if total_score >= 7}
    n13[return 'HIGH']
    n14[]
    n15{if total_score >= 4}
    n16[return 'MEDIUM']
    n17[]
    n18[return 'LOW']
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 --> n2
1003. integration aiva integration remediation config recommender Function analyze security config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析安全配置\n\n Args:\n ...] n4[logger.info('analyzing_config&#39...] n5[analysis = {'analysis_id': h...] n6{if config_type == 'web_server'} n7[analysis = self._analyze_web_se...] n8{if config_type == 'database'} n9[analysis = self._analyze_databa...] n10{if config_type == 'application'} n11[analysis = self._analyze_applic...] n12[analysis = self._analyze_genera...] n13[] n14[] n15[] n16[analysis['risk_level'] = ...] n17[self.recommendations.append(analysis)] n18[logger.info('config_analyzed'...] n19[return analysis] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n15 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n14 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析安全配置\n\n        Args:\n         ...]
    n4[logger.info('analyzing_config&#39...]
    n5[analysis = {'analysis_id': h...]
    n6{if config_type == 'web_server'}
    n7[analysis = self._analyze_web_se...]
    n8{if config_type == 'database'}
    n9[analysis = self._analyze_databa...]
    n10{if config_type == 'application'}
    n11[analysis = self._analyze_applic...]
    n12[analysis = self._analyze_genera...]
    n13[]
    n14[]
    n15[]
    n16[analysis['risk_level'] = ...]
    n17[self.recommendations.append(analysis)]
    n18[logger.info('config_analyzed'...]
    n19[return analysis]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n15
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n14
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
1004. integration aiva integration remediation config recommender Function export recommendations to yaml
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 導出建議到 YAML 文件\n\n Args:\n ...] n4[path = Path(output_path)] n5[try] n6[with open(path...] n7[self.yaml.dump({'analysis_id&...] n8[logger.info('recommendations_exported&...] n9[return {'success': True, &am...] n10[] n11[except Exception] n12[logger.error('export_failed',...] n13[return {'success': False, &a...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n11 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 n11 --> n12 n12 --> n13 n13 --> n10 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        導出建議到 YAML 文件\n\n        Args:\n  ...]
    n4[path = Path(output_path)]
    n5[try]
    n6[with open(path...]
    n7[self.yaml.dump({'analysis_id&&#3...]
    n8[logger.info('recommendations_exported&amp...]
    n9[return {'success': True, &am...]
    n10[]
    n11[except Exception]
    n12[logger.error('export_failed',...]
    n13[return {'success': False, &a...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n11
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
    n11 --> n12
    n12 --> n13
    n13 --> n10
1005. integration aiva integration remediation config recommender Function generate secure config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據建議生成安全配置\n\n Args:\n ...] n4[logger.info('generating_secure_config&...] n5[secure_config = base_config.copy()] n6{for rec in analysis['recomme...} n7[keys = rec['key'].split&#...] n8[current = secure_config] n9{for key in keys[:-1]} n10{if key not in current} n11[current[key] = {}] n12[] n13[current = current[key]] n14[] n15[current[keys[-1]] = rec['...] n16[] n17[logger.info('secure_config_generated&...] n18[return secure_config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n16 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n14 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n9 n14 --> n15 n15 --> n6 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據建議生成安全配置\n\n        Args:\n     ...]
    n4[logger.info('generating_secure_config&amp...]
    n5[secure_config = base_config.copy()]
    n6{for rec in analysis['recomme...}
    n7[keys = rec['key'].split&#...]
    n8[current = secure_config]
    n9{for key in keys[:-1]}
    n10{if key not in current}
    n11[current[key] = {}]
    n12[]
    n13[current = current[key]]
    n14[]
    n15[current[keys[-1]] = rec['...]
    n16[]
    n17[logger.info('secure_config_generated&...]
    n18[return secure_config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n16
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n14
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n9
    n14 --> n15
    n15 --> n6
    n16 --> n17
    n17 --> n18
    n18 --> n2
1006. integration aiva integration remediation config recommender Function get recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有建議'] n4[return self.recommendations] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有建議']
    n4[return self.recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1007. integration aiva integration remediation config recommender Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[print('⚙️ Config Recommender Demo&&#...] n5[print('=' * 60)] n6[recommender = ConfigRecommender()] n7[web_config = {'https': {...] n8[analysis = recommender.analyze_...] n9[print(f"\n📊 Analysis ID: {analysis[...] n10[print(f"🎯 Config Type: {analysis[&a...] n11[print(f"⚠️ Risk Level: {analysis[&...] n12[print(f"\n🔍 Issues Found: {len(anal...] n13{for issue in analysis['issues&#39...} n14[print(f" - [{issue[&#...] n15[] n16[print(f"\n💡 Recommendations: {len(a...] n17{for rec in analysis['recomme...} n18[print(f" - {rec['key&...] n19[print(f" Reason: {rec[&#...] n20[] n21[secure_config = recommender.generate...] n22[print('\n✅ Secure config generated&&#...] n23[print(f" HTTPS enabled: {secure_confi...] n24[print('\n✅ Demo completed')] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n13 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n20 n18 --> n19 n19 --> n17 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[print('⚙️  Config Recommender Demo&&#...]
    n5[print('=' * 60)]
    n6[recommender = ConfigRecommender()]
    n7[web_config = {'https': &#123...]
    n8[analysis = recommender.analyze_...]
    n9[print(f"\n📊 Analysis ID: {analysis[...]
    n10[print(f"🎯 Config Type: {analysis[&a...]
    n11[print(f"⚠️  Risk Level: {analysis[&...]
    n12[print(f"\n🔍 Issues Found: {len(anal...]
    n13{for issue in analysis['issues&#39...}
    n14[print(f"   - [{issue[&#...]
    n15[]
    n16[print(f"\n💡 Recommendations: {len(a...]
    n17{for rec in analysis['recomme...}
    n18[print(f"   - {rec['key&...]
    n19[print(f"     Reason: {rec[&&#35...]
    n20[]
    n21[secure_config = recommender.generate...]
    n22[print('\n✅ Secure config generated&&#...]
    n23[print(f"   HTTPS enabled: {secure_confi...]
    n24[print('\n✅ Demo completed')]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n13
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n20
    n18 --> n19
    n19 --> n17
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n2
1008. integration aiva integration remediation patch generator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化補丁生成器\n\n Args:\n ...] n4[self.repo_path = Path(repo_path) if r...] n5[self.auto_commit = auto_commit] n6[self.repo: git.Repo | None = None] n7[self.patches: list[dict[str, Any]] = [...] n8{if self.repo_path and self.rep...} n9[try] n10[self.repo = git.Repo(self.repo_p...] n11[logger.info('patch_generator_initialized&...] n12[] n13[except git.exc.Inva...] n14[logger.warning('invalid_git_repo&#...] n15[logger.info('patch_generator_initialized&...] n16[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n15 n9 --> n10 n9 --> n13 n10 --> n11 n11 --> n12 n12 --> n16 n13 --> n14 n14 --> n12 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化補丁生成器\n\n        Args:\n       ...]
    n4[self.repo_path = Path(repo_path) if r...]
    n5[self.auto_commit = auto_commit]
    n6[self.repo: git.Repo | None = None]
    n7[self.patches: list[dict[str, Any]] = &#91...]
    n8{if self.repo_path and self.rep...}
    n9[try]
    n10[self.repo = git.Repo(self.repo_p...]
    n11[logger.info('patch_generator_initialized&...]
    n12[]
    n13[except git.exc.Inva...]
    n14[logger.warning('invalid_git_repo&&#35...]
    n15[logger.info('patch_generator_initialized&...]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n15
    n9 --> n10
    n9 --> n13
    n10 --> n11
    n11 --> n12
    n12 --> n16
    n13 --> n14
    n14 --> n12
    n15 --> n16
    n16 --> n2
1009. integration aiva integration remediation patch generator Function generate git diff
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['使用 Git 生成差異'] n4{if not self.repo} n5[return ''] n6[] n7[return f'# Git diff would be generate...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['使用 Git 生成差異']
    n4{if not self.repo}
    n5[return '']
    n6[]
    n7[return f'# Git diff would be generate...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1010. integration aiva integration remediation patch generator Function generate simple patch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成簡單的補丁格式'] n4[return f'--- a/{file_path}\n+++ b/&...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成簡單的補丁格式']
    n4[return f'--- a/{file_path}\n+++ b/&...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1011. integration aiva integration remediation patch generator Function suggest html escape
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['建議 HTML 轉義'] n4{if 'render(' in vulnerable_co...} n5[return f'html.escape({vulnerable_cod...] n6[] n7[return f'html.escape({vulnerable_cod...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['建議 HTML 轉義']
    n4{if 'render(' in vulnerable_co...}
    n5[return f'html.escape({vulnerable_cod...]
    n6[]
    n7[return f'html.escape({vulnerable_cod...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1012. integration aiva integration remediation patch generator Function suggest parameterized query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['建議參數化查詢'] n4{if 'execute(' in vulnerable_c...} n5[return vulnerable_code.replace('execu...] n6[] n7[return f'{vulnerable_code} # TO...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['建議參數化查詢']
    n4{if 'execute(' in vulnerable_c...}
    n5[return vulnerable_code.replace('execu...]
    n6[]
    n7[return f'{vulnerable_code} # TO...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1013. integration aiva integration remediation patch generator Function apply patch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 應用補丁\n\n Args:\n ...] n4[patch = next((p for p in sel...] n5{if not patch} n6[return {'success': False, &a...] n7[] n8[logger.info('applying_patch',...] n9{if not self.repo} n10[return {'success': False, &a...] n11[] n12[try] n13[result = {'success': True, &...] n14{if self.auto_commit} n15[result['committed'] = True] n16[result['commit_hash'] = &...] n17[] n18[patch['status'] = &&#...] n19[logger.info('patch_applied', ...] n20[return result] n21[] n22[except Exception] n23[logger.error('patch_apply_failed&#...] n24[patch['status'] = &&#...] n25[return {'success': False, &a...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n12 --> n22 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n2 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n21 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        應用補丁\n\n        Args:\n           ...]
    n4[patch = next((p for p in sel...]
    n5{if not patch}
    n6[return {'success': False, &a...]
    n7[]
    n8[logger.info('applying_patch',...]
    n9{if not self.repo}
    n10[return {'success': False, &a...]
    n11[]
    n12[try]
    n13[result = {'success': True, &...]
    n14{if self.auto_commit}
    n15[result['committed'] = True]
    n16[result['commit_hash'] = &...]
    n17[]
    n18[patch['status'] = &&#...]
    n19[logger.info('patch_applied', ...]
    n20[return result]
    n21[]
    n22[except Exception]
    n23[logger.error('patch_apply_failed&&#35...]
    n24[patch['status'] = &&#...]
    n25[return {'success': False, &a...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n12 --> n22
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n2
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n21
1014. integration aiva integration remediation patch generator Function export patches
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 導出所有補丁到目錄\n\n Args:\n ...] n4[output_path = Path(output_dir)] n5[output_path.mkdir(parents=True, exist_ok=True)] n6[exported = []] n7{for patch in self.patches} n8[patch_file = output_path / f"{pat...] n9[try] n10[patch_file.write_text(f"Patch ID: {patc...] n11[exported.append(str(patch_file))] n12[logger.info('patch_exported',...] n13[] n14[except Exception] n15[logger.error('patch_export_failed&...] n16[] n17[return {'success': True, &am...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n16 n8 --> n9 n9 --> n10 n9 --> n14 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n7 n14 --> n15 n15 --> n13 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        導出所有補丁到目錄\n\n        Args:\n      ...]
    n4[output_path = Path(output_dir)]
    n5[output_path.mkdir(parents=True, exist_ok=True)]
    n6[exported = []]
    n7{for patch in self.patches}
    n8[patch_file = output_path / f"{pat...]
    n9[try]
    n10[patch_file.write_text(f"Patch ID: {patc...]
    n11[exported.append(str(patch_file))]
    n12[logger.info('patch_exported',...]
    n13[]
    n14[except Exception]
    n15[logger.error('patch_export_failed&&#3...]
    n16[]
    n17[return {'success': True, &am...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n16
    n8 --> n9
    n9 --> n10
    n9 --> n14
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n7
    n14 --> n15
    n15 --> n13
    n16 --> n17
    n17 --> n2
1015. integration aiva integration remediation patch generator Function generate patch for vulnerability
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 為特定漏洞生成補丁\n\n Args:\n ...] n4[logger.info('generating_patch&#39...] n5[patch = {'patch_id': hashlib...] n6{if self.repo} n7[try] n8[patch['diff'] = self._gen...] n9[patch['status'] = &&#...] n10[] n11[except Exception] n12[logger.error('git_diff_failed&#39...] n13[patch['error'] = str(...] n14[patch['status'] = &&#...] n15[patch['diff'] = self._gen...] n16[] n17[self.patches.append(patch)] n18[logger.info('patch_generated'...] n19[return patch] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n15 n7 --> n8 n7 --> n11 n8 --> n9 n9 --> n10 n10 --> n16 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n10 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        為特定漏洞生成補丁\n\n        Args:\n      ...]
    n4[logger.info('generating_patch&#39...]
    n5[patch = {'patch_id': hashlib...]
    n6{if self.repo}
    n7[try]
    n8[patch['diff'] = self._gen...]
    n9[patch['status'] = &&#...]
    n10[]
    n11[except Exception]
    n12[logger.error('git_diff_failed&#39...]
    n13[patch['error'] = str(...]
    n14[patch['status'] = &&#...]
    n15[patch['diff'] = self._gen...]
    n16[]
    n17[self.patches.append(patch)]
    n18[logger.info('patch_generated'...]
    n19[return patch]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n15
    n7 --> n8
    n7 --> n11
    n8 --> n9
    n9 --> n10
    n10 --> n16
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n10
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
1016. integration aiva integration remediation patch generator Function generate sql injection patch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 為 SQL 注入漏洞生成補丁\n\n Args:\n ...] n4[suggested_fix = self._suggest_parame...] n5[return self.generate_patch_for_vulner...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        為 SQL 注入漏洞生成補丁\n\n        Args:\n ...]
    n4[suggested_fix = self._suggest_parame...]
    n5[return self.generate_patch_for_vulner...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1017. integration aiva integration remediation patch generator Function generate xss patch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 為 XSS 漏洞生成補丁\n\n Args:\n ...] n4[suggested_fix = self._suggest_html_e...] n5[return self.generate_patch_for_vulner...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        為 XSS 漏洞生成補丁\n\n        Args:\n   ...]
    n4[suggested_fix = self._suggest_html_e...]
    n5[return self.generate_patch_for_vulner...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1018. integration aiva integration remediation patch generator Function get patches
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有補丁'] n4[return self.patches] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有補丁']
    n4[return self.patches]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1019. integration aiva integration remediation patch generator Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[print('🔧 Patch Generator Demo&#39...] n5[print('=' * 60)] n6[generator = PatchGenerator()] n7[sql_patch = generator.generate_s...] n8[print('\n📋 Generated SQL Injection Patch:...] n9[print(f" Patch ID: {sql_patch[&am...] n10[print(f" File: {sql_patch[&&#...] n11[print(f" Status: {sql_patch[&...] n12[xss_patch = generator.generate_x...] n13[print('\n📋 Generated XSS Patch:&#...] n14[print(f" Patch ID: {xss_patch[&am...] n15[print(f" File: {xss_patch[&&#...] n16[with tempfile....] n17[result = generator.export_pat...] n18[print(f"\n💾 Exported {result[&&...] n19[print('\n✅ Demo completed')] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[print('🔧 Patch Generator Demo&#39...]
    n5[print('=' * 60)]
    n6[generator = PatchGenerator()]
    n7[sql_patch = generator.generate_s...]
    n8[print('\n📋 Generated SQL Injection Patch:...]
    n9[print(f"   Patch ID: {sql_patch[&am...]
    n10[print(f"   File: {sql_patch[&&#...]
    n11[print(f"   Status: {sql_patch[&...]
    n12[xss_patch = generator.generate_x...]
    n13[print('\n📋 Generated XSS Patch:&#...]
    n14[print(f"   Patch ID: {xss_patch[&am...]
    n15[print(f"   File: {xss_patch[&&#...]
    n16[with tempfile....]
    n17[result = generator.export_pat...]
    n18[print(f"\n💾 Exported {result[&&...]
    n19[print('\n✅ Demo completed')]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
1020. integration aiva integration remediation report generator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化報告生成器\n\n Args:\n ...] n4[self.output_dir = Path(output_dir)] n5[self.output_dir.mkdir(parents=True, exist_ok=True)] n6{if template_dir and Path(templ...} n7[self.jinja_env = Environment(loader=F...] n8[logger.info('report_generator_initialized...] n9[self.jinja_env = None] n10[logger.info('report_generator_initialized...] n11[] n12[self.reports: list[dict[str, Any]] = [...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化報告生成器\n\n        Args:\n       ...]
    n4[self.output_dir = Path(output_dir)]
    n5[self.output_dir.mkdir(parents=True, exist_ok=True)]
    n6{if template_dir and Path(templ...}
    n7[self.jinja_env = Environment(loader=F...]
    n8[logger.info('report_generator_initialized...]
    n9[self.jinja_env = None]
    n10[logger.info('report_generator_initialized...]
    n11[]
    n12[self.reports: list[dict[str, Any]] = &#91...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
1021. integration aiva integration remediation report generator Function calculate fix statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算修復統計'] n4[stats = {'total': len(fi...] n5{for fix in fixes} n6[status = fix.get('status', &a...] n7{if status == 'completed'} n8[stats['successful'] += 1] n9{if status == 'failed'} n10[stats['failed'] += 1] n11[stats['pending'] += 1] n12[] n13[] n14[] n15[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n14 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n13 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n12 n11 --> n12 n12 --> n13 n13 --> n5 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算修復統計']
    n4[stats = {'total': len(fi...]
    n5{for fix in fixes}
    n6[status = fix.get('status', &a...]
    n7{if status == 'completed'}
    n8[stats['successful'] += 1]
    n9{if status == 'failed'}
    n10[stats['failed'] += 1]
    n11[stats['pending'] += 1]
    n12[]
    n13[]
    n14[]
    n15[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n14
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n13
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n12
    n11 --> n12
    n12 --> n13
    n13 --> n5
    n14 --> n15
    n15 --> n2
1022. integration aiva integration remediation report generator Function calculate vuln statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['計算漏洞統計'] n4[stats = {'total': len(vu...] n5{for vuln in vulnerabilities} n6[severity = vuln.get('severity&#39...] n7[vuln_type = vuln.get('type', ...] n8[stats['by_severity'][...] n9[stats['by_type'][vuln...] n10[] n11[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['計算漏洞統計']
    n4[stats = {'total': len(vu...]
    n5{for vuln in vulnerabilities}
    n6[severity = vuln.get('severity&#39...]
    n7[vuln_type = vuln.get('type', ...]
    n8[stats['by_severity'][...]
    n9[stats['by_type'][vuln...]
    n10[]
    n11[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
1023. integration aiva integration remediation report generator Function generate html report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 HTML 報告'] n4[output_file = self.output_dir / f"...] n5{if self.jinja_env} n6[try] n7[template = self.jinja_env.get_t...] n8[html_content = template.render(repo...] n9[] n10[except Exception] n11[logger.warning('template_load_failed&...] n12[html_content = self._generate_inlin...] n13[html_content = self._generate_inlin...] n14[] n15[output_file.write_text(html_content, encoding=&&#...] n16[return output_file] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n13 n6 --> n7 n6 --> n10 n7 --> n8 n8 --> n9 n9 --> n14 n10 --> n11 n11 --> n12 n12 --> n9 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 HTML 報告']
    n4[output_file = self.output_dir / f"...]
    n5{if self.jinja_env}
    n6[try]
    n7[template = self.jinja_env.get_t...]
    n8[html_content = template.render(repo...]
    n9[]
    n10[except Exception]
    n11[logger.warning('template_load_failed&...]
    n12[html_content = self._generate_inlin...]
    n13[html_content = self._generate_inlin...]
    n14[]
    n15[output_file.write_text(html_content, encoding=&&#...]
    n16[return output_file]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n13
    n6 --> n7
    n6 --> n10
    n7 --> n8
    n8 --> n9
    n9 --> n14
    n10 --> n11
    n11 --> n12
    n12 --> n9
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1024. integration aiva integration remediation report generator Function generate inline html
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成內置 HTML 模板'] n4[stats = report['statistics']] n5[vulns = report['vulnerabilit...] n6[html = f"""<!DOCTYPE ht...] n7{for severity in ['CRITICAL', ...} n8[count = stats['by_severity'&#...] n9{if count > 0} n10[html += f'\n <div class=&am...] n11[] n12[] n13[html += '\n </div>\n\n ...] n14{for vuln in vulns} n15[severity = vuln.get('severity&#39...] n16[title = vuln.get('title', &am...] n17[vuln_type = vuln.get('type', ...] n18[location = vuln.get('location&#39...] n19[html += f'\n <div class=&qu...] n20[] n21[html += f"""\n <...] n22[return html] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n20 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n14 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成內置 HTML 模板']
    n4[stats = report['statistics']]
    n5[vulns = report['vulnerabilit...]
    n6[html = f"""<!DOCTYPE ht...]
    n7{for severity in ['CRITICAL', ...}
    n8[count = stats['by_severity'&#...]
    n9{if count > 0}
    n10[html += f'\n            <div class=&am...]
    n11[]
    n12[]
    n13[html += '\n        </div>\n\n  ...]
    n14{for vuln in vulns}
    n15[severity = vuln.get('severity&#39...]
    n16[title = vuln.get('title', &am...]
    n17[vuln_type = vuln.get('type', ...]
    n18[location = vuln.get('location&#39...]
    n19[html += f'\n        <div class=&qu...]
    n20[]
    n21[html += f"""\n        <...]
    n22[return html]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n20
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n14
    n20 --> n21
    n21 --> n22
    n22 --> n2
1025. integration aiva integration remediation report generator Function generate markdown report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 Markdown 報告'] n4[output_file = self.output_dir / f"...] n5[stats = report['statistics']] n6[vulns = report['vulnerabilit...] n7[md = f"# 🔒 Vulnerability ...] n8{for (severity, count) in stats['b...} n9[md += f'- **{severity}:** {cou...] n10[] n11[md += '\n## 🔍 Vulnerabilities\n\n&...] n12{for vuln in vulns} n13[severity = vuln.get('severity&#39...] n14[title = vuln.get('title', &am...] n15[vuln_type = vuln.get('type', ...] n16[location = vuln.get('location&#39...] n17[md += f'### [{severity&#...] n18[] n19[output_file.write_text(md, encoding='utf-...] n20[return output_file] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n18 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n12 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 Markdown 報告']
    n4[output_file = self.output_dir / f"...]
    n5[stats = report['statistics']]
    n6[vulns = report['vulnerabilit...]
    n7[md = f"# 🔒 Vulnerability ...]
    n8{for (severity, count) in stats['b...}
    n9[md += f'- **{severity}:** {cou...]
    n10[]
    n11[md += '\n## 🔍 Vulnerabilities\n\n&amp...]
    n12{for vuln in vulns}
    n13[severity = vuln.get('severity&#39...]
    n14[title = vuln.get('title', &am...]
    n15[vuln_type = vuln.get('type', ...]
    n16[location = vuln.get('location&#39...]
    n17[md += f'### [{severity&#...]
    n18[]
    n19[output_file.write_text(md, encoding='utf-...]
    n20[return output_file]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n18
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n12
    n18 --> n19
    n19 --> n20
    n20 --> n2
1026. integration aiva integration remediation report generator Function generate pdf report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成 PDF 報告'] n4[output_file = self.output_dir / f"...] n5{if WEASYPRINT_AVAILABLE and We...} n6[html_content = self._generate_inlin...] n7[WeasyHTML(string=html_content).write_pdf(outp...] n8[logger.info('pdf_generated_weasyprint&...] n9{if REPORTLAB_AVAILABLE and Sim...} n10[self._generate_reportlab_pdf(report, output_file)] n11[logger.info('pdf_generated_reportlab&...] n12[logger.warning('no_pdf_library&#3...] n13[return self._generate_html_report(rep...] n14[] n15[] n16[return output_file] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 --> n7 n7 --> n8 n8 --> n15 n9 -->|Yes| n10 n9 -->|No| n12 n10 --> n11 n11 --> n14 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成 PDF 報告']
    n4[output_file = self.output_dir / f"...]
    n5{if WEASYPRINT_AVAILABLE and We...}
    n6[html_content = self._generate_inlin...]
    n7[WeasyHTML(string=html_content).write_pdf(outp...]
    n8[logger.info('pdf_generated_weasyprint&amp...]
    n9{if REPORTLAB_AVAILABLE and Sim...}
    n10[self._generate_reportlab_pdf(report, output_file)]
    n11[logger.info('pdf_generated_reportlab&...]
    n12[logger.warning('no_pdf_library&#3...]
    n13[return self._generate_html_report(rep...]
    n14[]
    n15[]
    n16[return output_file]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 --> n7
    n7 --> n8
    n8 --> n15
    n9 -->|Yes| n10
    n9 -->|No| n12
    n10 --> n11
    n11 --> n14
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1027. integration aiva integration remediation report generator Function generate remediation html
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成修復報告 HTML'] n4[output_file = self.output_dir / f"...] n5[stats = report['statistics']] n6[fixes = report['fixes']] n7[html = f"""<!DOCTYPE ht...] n8{for fix in fixes} n9[fix_id = fix.get('fix_id', &a...] n10[status = fix.get('status', &a...] n11[html += f'\n <div class=&qu...] n12[] n13[html += '\n </div>\n<...] n14[output_file.write_text(html, encoding='ut...] n15[return output_file] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 --> n10 n10 --> n11 n11 --> n8 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成修復報告 HTML']
    n4[output_file = self.output_dir / f"...]
    n5[stats = report['statistics']]
    n6[fixes = report['fixes']]
    n7[html = f"""<!DOCTYPE ht...]
    n8{for fix in fixes}
    n9[fix_id = fix.get('fix_id', &a...]
    n10[status = fix.get('status', &a...]
    n11[html += f'\n        <div class=&qu...]
    n12[]
    n13[html += '\n    </div>\n<...]
    n14[output_file.write_text(html, encoding='ut...]
    n15[return output_file]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 --> n10
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
1028. integration aiva integration remediation report generator Function generate remediation markdown
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成修復報告 Markdown'] n4[output_file = self.output_dir / f"...] n5[stats = report['statistics']] n6[md = f"# ✅ Remediation Re...] n7{for fix in report['fixes']} n8[md += f"- **{fix.get('fix_i...] n9[] n10[output_file.write_text(md, encoding='utf-...] n11[return output_file] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n7 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成修復報告 Markdown']
    n4[output_file = self.output_dir / f"...]
    n5[stats = report['statistics']]
    n6[md = f"# ✅ Remediation Re...]
    n7{for fix in report['fixes']}
    n8[md += f"- **{fix.get('fix_i...]
    n9[]
    n10[output_file.write_text(md, encoding='utf-...]
    n11[return output_file]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n7
    n9 --> n10
    n10 --> n11
    n11 --> n2
1029. integration aiva integration remediation report generator Function generate reportlab pdf
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['使用 ReportLab 生成 PDF'] n4{if not REPORTLAB_AVAILABLE} n5[raise RuntimeError('ReportLab not availab...] n6[] n7[assert SimpleDocTemplate is not None] n8[assert getSampleStyleSheet is not None] n9[assert Paragraph is not None] n10[assert Spacer is not None] n11[assert letter is not None] n12[doc = SimpleDocTemplate(st...] n13[styles = getSampleStyleSheet(...] n14[story = []] n15[story.append(Paragraph('Vulnerability...] n16[story.append(Spacer(1, 12))] n17[story.append(Paragraph(f"Report ID: ...] n18[story.append(Spacer(1, 12))] n19[stats = report['statistics']] n20[story.append(Paragraph(f"Total Vulnerabi...] n21[story.append(Spacer(1, 12))] n22{for vuln in report['vulnerabi...} n23[story.append(Paragraph(f"{vuln.get&...] n24[story.append(Paragraph(f"Type: {vul...] n25[story.append(Spacer(1, 6))] n26[] n27[doc.build(story)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n26 n23 --> n24 n24 --> n25 n25 --> n22 n26 --> n27 n27 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['使用 ReportLab 生成 PDF']
    n4{if not REPORTLAB_AVAILABLE}
    n5[raise RuntimeError('ReportLab not availab...]
    n6[]
    n7[assert SimpleDocTemplate is not None]
    n8[assert getSampleStyleSheet is not None]
    n9[assert Paragraph is not None]
    n10[assert Spacer is not None]
    n11[assert letter is not None]
    n12[doc = SimpleDocTemplate(st...]
    n13[styles = getSampleStyleSheet(...]
    n14[story = []]
    n15[story.append(Paragraph('Vulnerability...]
    n16[story.append(Spacer(1, 12))]
    n17[story.append(Paragraph(f"Report ID: &#12...]
    n18[story.append(Spacer(1, 12))]
    n19[stats = report['statistics']]
    n20[story.append(Paragraph(f"Total Vulnerabi...]
    n21[story.append(Spacer(1, 12))]
    n22{for vuln in report['vulnerabi...}
    n23[story.append(Paragraph(f"{vuln.get&...]
    n24[story.append(Paragraph(f"Type: {vul...]
    n25[story.append(Spacer(1, 6))]
    n26[]
    n27[doc.build(story)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n26
    n23 --> n24
    n24 --> n25
    n25 --> n22
    n26 --> n27
    n27 --> n2
1030. integration aiva integration remediation report generator Function generate remediation report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成修復報告\n\n Args:\n ...] n4[logger.info('generating_remediation_repor...] n5[report_id = hashlib.sha256(f'rem...] n6[report = {'report_id': repor...] n7{if format == 'html'} n8[output_file = self._generate_remed...] n9{if format == 'markdown'} n10[output_file = self._generate_remed...] n11[output_file = self._generate_remed...] n12[] n13[] n14[report['output_file'] = s...] n15[report['success'] = True] n16[self.reports.append(report)] n17[logger.info('remediation_report_generated...] n18[return report] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n13 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成修復報告\n\n        Args:\n         ...]
    n4[logger.info('generating_remediation_repor...]
    n5[report_id = hashlib.sha256(f'rem...]
    n6[report = {'report_id': repor...]
    n7{if format == 'html'}
    n8[output_file = self._generate_remed...]
    n9{if format == 'markdown'}
    n10[output_file = self._generate_remed...]
    n11[output_file = self._generate_remed...]
    n12[]
    n13[]
    n14[report['output_file'] = s...]
    n15[report['success'] = True]
    n16[self.reports.append(report)]
    n17[logger.info('remediation_report_generated...]
    n18[return report]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n13
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
1031. integration aiva integration remediation report generator Function generate vulnerability report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成漏洞報告\n\n Args:\n ...] n4[logger.info('generating_vulnerability_rep...] n5[report_id = hashlib.sha256(f'vul...] n6[report = {'report_id': repor...] n7{if format == 'html'} n8[output_file = self._generate_html_...] n9{if format == 'pdf'} n10[output_file = self._generate_pdf_r...] n11{if format == 'markdown'} n12[output_file = self._generate_markd...] n13[logger.error('unsupported_format&#...] n14[return {'success': False, &a...] n15[] n16[] n17[] n18[report['output_file'] = s...] n19[report['success'] = True] n20[self.reports.append(report)] n21[logger.info('vulnerability_report_generat...] n22[return report] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n17 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n16 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成漏洞報告\n\n        Args:\n         ...]
    n4[logger.info('generating_vulnerability_rep...]
    n5[report_id = hashlib.sha256(f'vul...]
    n6[report = {'report_id': repor...]
    n7{if format == 'html'}
    n8[output_file = self._generate_html_...]
    n9{if format == 'pdf'}
    n10[output_file = self._generate_pdf_r...]
    n11{if format == 'markdown'}
    n12[output_file = self._generate_markd...]
    n13[logger.error('unsupported_format&&#35...]
    n14[return {'success': False, &a...]
    n15[]
    n16[]
    n17[]
    n18[report['output_file'] = s...]
    n19[report['success'] = True]
    n20[self.reports.append(report)]
    n21[logger.info('vulnerability_report_generat...]
    n22[return report]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n17
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n16
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n2
1032. integration aiva integration remediation report generator Function get reports
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有報告'] n4[return self.reports] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有報告']
    n4[return self.reports]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1033. integration aiva integration remediation report generator Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[print('📄 Report Generator Demo&#3...] n5[print('=' * 60)] n6[generator = ReportGenerator(outp...] n7[test_vulns = [{'title': ...] n8[report = generator.generate_v...] n9[print('\n✅ Vulnerability report generated...] n10[print(f" Report ID: {report[&...] n11[print(f" File: {report[&#...] n12[print(f" Total vulnerabilities: {repo...] n13[print('\n✅ Demo completed')] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[print('📄 Report Generator Demo&#3...]
    n5[print('=' * 60)]
    n6[generator = ReportGenerator(outp...]
    n7[test_vulns = [{'title': ...]
    n8[report = generator.generate_v...]
    n9[print('\n✅ Vulnerability report generated...]
    n10[print(f"   Report ID: {report[&...]
    n11[print(f"   File: {report[&#...]
    n12[print(f"   Total vulnerabilities: {repo...]
    n13[print('\n✅ Demo completed')]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1034. integration aiva integration reporting formatter exporter Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._supported_formats = ['json&#...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._supported_formats = ['json&&#35...]
    n1 --> n3
    n3 --> n2
1035. integration aiva integration reporting formatter exporter Function dict to xml
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將字典轉換為 XML 行'] n4[lines = []] n5[spaces = ' ' * indent] n6{for (key, value) in data.items()} n7[clean_key = key.replace(' ', ...] n8{if isinstance(value, dict)} n9[lines.append(f'{spaces}<...] n10[lines.extend(self._dict_to_xml(value, indent + 2&...] n11[lines.append(f'{spaces}<...] n12{if isinstance(value, list)} n13{for item in value} n14{if isinstance(item, dict)} n15[lines.append(f'{spaces}<...] n16[lines.extend(self._dict_to_xml(item, indent + 2&#...] n17[lines.append(f'{spaces}<...] n18[lines.append(f'{spaces}<...] n19[] n20[] n21[lines.append(f'{spaces}<...] n22[] n23[] n24[] n25[return lines] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n24 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 --> n10 n10 --> n11 n11 --> n23 n12 -->|Yes| n13 n12 -->|No| n21 n13 -->|Yes| n14 n13 -->|No| n20 n14 -->|Yes| n15 n14 -->|No| n18 n15 --> n16 n16 --> n17 n17 --> n19 n18 --> n19 n19 --> n13 n20 --> n22 n21 --> n22 n22 --> n23 n23 --> n6 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將字典轉換為 XML 行']
    n4[lines = []]
    n5[spaces = ' ' * indent]
    n6{for (key, value) in data.items()}
    n7[clean_key = key.replace(' ', ...]
    n8{if isinstance(value, dict)}
    n9[lines.append(f'{spaces}<...]
    n10[lines.extend(self._dict_to_xml(value, indent + 2&...]
    n11[lines.append(f'{spaces}<...]
    n12{if isinstance(value, list)}
    n13{for item in value}
    n14{if isinstance(item, dict)}
    n15[lines.append(f'{spaces}<...]
    n16[lines.extend(self._dict_to_xml(item, indent + 2&#...]
    n17[lines.append(f'{spaces}<...]
    n18[lines.append(f'{spaces}<...]
    n19[]
    n20[]
    n21[lines.append(f'{spaces}<...]
    n22[]
    n23[]
    n24[]
    n25[return lines]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n24
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 --> n10
    n10 --> n11
    n11 --> n23
    n12 -->|Yes| n13
    n12 -->|No| n21
    n13 -->|Yes| n14
    n13 -->|No| n20
    n14 -->|Yes| n15
    n14 -->|No| n18
    n15 --> n16
    n16 --> n17
    n17 --> n19
    n18 --> n19
    n19 --> n13
    n20 --> n22
    n21 --> n22
    n22 --> n23
    n23 --> n6
    n24 --> n25
    n25 --> n2
1036. integration aiva integration reporting formatter exporter Function export csv
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['匯出為 CSV 格式（主要針對發現列表）'] n4[csv_lines = []] n5[headers = ['Finding ID', &...] n6[csv_lines.append(','.join(...] n7[technical_details = content.get('technic...] n8{for finding in technical_details} n9[row = [finding.get('findin...] n10[csv_lines.append(','.join(...] n11[] n12[return '\n'.join(csv_lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n8 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['匯出為 CSV 格式（主要針對發現列表）']
    n4[csv_lines = []]
    n5[headers = ['Finding ID', &amp...]
    n6[csv_lines.append(','.join&#40...]
    n7[technical_details = content.get('technic...]
    n8{for finding in technical_details}
    n9[row = [finding.get('findin...]
    n10[csv_lines.append(','.join&#40...]
    n11[]
    n12[return '\n'.join(csv_lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n8
    n11 --> n12
    n12 --> n2
1037. integration aiva integration reporting formatter exporter Function export html
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['匯出為 HTML 格式'] n4[html_parts = ['<!DOCTYPE html&...] n5[exec_summary = content.get('executi...] n6[html_parts.extend(['<h1&gt...] n7[technical_details = content.get('technic...] n8{if technical_details} n9[html_parts.append('<h2>Tech...] n10{for finding in technical_details...} n11[severity = finding.get('severit...] n12[html_parts.extend([f"<div class=&...] n13[] n14[] n15[html_parts.extend(['</body&...] n16[return '\n'.join(html_parts)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n14 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n10 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['匯出為 HTML 格式']
    n4[html_parts = ['<!DOCTYPE html&...]
    n5[exec_summary = content.get('executi...]
    n6[html_parts.extend(['<h1&gt...]
    n7[technical_details = content.get('technic...]
    n8{if technical_details}
    n9[html_parts.append('<h2>Tech...]
    n10{for finding in technical_details...}
    n11[severity = finding.get('severit...]
    n12[html_parts.extend([f"<div class=&...]
    n13[]
    n14[]
    n15[html_parts.extend(['</body&amp...]
    n16[return '\n'.join(html_parts)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n14
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n10
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1038. integration aiva integration reporting formatter exporter Function export json
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['匯出為 JSON 格式'] n4[return json.dumps(content, indent=2, ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['匯出為 JSON 格式']
    n4[return json.dumps(content, indent=2, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1039. integration aiva integration reporting formatter exporter Function export xml
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['匯出為 XML 格式'] n4[xml_lines = ['<?xml version=&q...] n5[xml_lines.append('<SecurityReport&...] n6[xml_lines.extend(self._dict_to_xml(content, inden...] n7[xml_lines.append('</SecurityReport...] n8[return '\n'.join(xml_lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['匯出為 XML 格式']
    n4[xml_lines = ['<?xml version=&q...]
    n5[xml_lines.append('<SecurityReport&...]
    n6[xml_lines.extend(self._dict_to_xml(content, inden...]
    n7[xml_lines.append('</SecurityReport...]
    n8[return '\n'.join(xml_lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1040. integration aiva integration reporting formatter exporter Function export to format
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將報告內容匯出為指定格式\n\n Args:\n ...] n4[format_type = format_type.lower()] n5{if format_type not in self._su...} n6[raise ValueError(f'Unsupported format: &#...] n7[] n8{if format_type == 'json'} n9[return self._export_json(content)] n10{if format_type == 'xml'} n11[return self._export_xml(content)] n12{if format_type == 'csv'} n13[return self._export_csv(content)] n14{if format_type == 'html'} n15[return self._export_html(content)] n16[raise ValueError(f'Format {format_ty...] n17[] n18[] n19[] n20[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n20 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n19 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n18 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將報告內容匯出為指定格式\n\n        Args:\n   ...]
    n4[format_type = format_type.lower()]
    n5{if format_type not in self._su...}
    n6[raise ValueError(f'Unsupported format: &#...]
    n7[]
    n8{if format_type == 'json'}
    n9[return self._export_json(content)]
    n10{if format_type == 'xml'}
    n11[return self._export_xml(content)]
    n12{if format_type == 'csv'}
    n13[return self._export_csv(content)]
    n14{if format_type == 'html'}
    n15[return self._export_html(content)]
    n16[raise ValueError(f'Format {format_ty...]
    n17[]
    n18[]
    n19[]
    n20[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n20
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n19
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n18
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n2
1041. integration aiva integration reporting formatter exporter Function get supported formats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取支援的匯出格式'] n4[return self._supported_formats.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取支援的匯出格式']
    n4[return self._supported_formats.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1042. integration aiva integration reporting report content generator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[pass] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[pass]
    n1 --> n3
    n3 --> n2
1043. integration aiva integration reporting report content generator Function extract risk factors
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取風險因素'] n4[factors = []] n5[env_multiplier = risk_assessment.get(...] n6{if env_multiplier > 1.5} n7[factors.append('生產環境風險放大')] n8[] n9[severity_breakdown = risk_assessment.get(...] n10{if severity_breakdown.get('cri...} n11[factors.append('存在關鍵級別漏洞')] n12[] n13[return factors] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取風險因素']
    n4[factors = []]
    n5[env_multiplier = risk_assessment.get(...]
    n6{if env_multiplier > 1.5}
    n7[factors.append('生產環境風險放大')]
    n8[]
    n9[severity_breakdown = risk_assessment.get(...]
    n10{if severity_breakdown.get('cri...}
    n11[factors.append('存在關鍵級別漏洞')]
    n12[]
    n13[return factors]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n2
1044. integration aiva integration reporting report content generator Function format compliance result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['格式化合規結果'] n4{if not compliance_result} n5[return {'message': &#...] n6[] n7[return {'policy': compliance...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['格式化合規結果']
    n4{if not compliance_result}
    n5[return {'message': &&#35...]
    n6[]
    n7[return {'policy': compliance...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1045. integration aiva integration reporting report content generator Function format correlation analysis
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['格式化相關性分析'] n4{if not correlation_analysis} n5[return {'message': &#...] n6[] n7[return {'has_correlations': ...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['格式化相關性分析']
    n4{if not correlation_analysis}
    n5[return {'message': &&#35...]
    n6[]
    n7[return {'has_correlations': ...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1046. integration aiva integration reporting report content generator Function generate appendices
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成附錄'] n4[return {'vulnerability_classification...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成附錄']
    n4[return {'vulnerability_classification...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1047. integration aiva integration reporting report content generator Function generate executive summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成執行摘要'] n4[total_findings = len(findings)] n5[risk_level = risk_assessment.get(...] n6[compliance_score = compliance_result.ge...] n7[severity_counts: dict[str, int] = {}] n8{for finding in findings} n9[severity = finding.get('severit...] n10[severity_counts[severity] = severity_counts.get&#...] n11[] n12[critical_count = severity_counts.get(...] n13[high_count = severity_counts.get(...] n14[key_findings = []] n15{if critical_count > 0} n16[key_findings.append(f'發現 {critical_c...] n17[] n18{if high_count > 0} n19[key_findings.append(f'發現 {high_count...] n20[] n21{if compliance_score < 70} n22[key_findings.append(f'合規分數偏低 ({c...] n23[] n24[risk_descriptions = {'critical&#...] n25[return {'total_findings': to...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n11 n9 --> n10 n10 --> n8 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成執行摘要']
    n4[total_findings = len(findings)]
    n5[risk_level = risk_assessment.get(...]
    n6[compliance_score = compliance_result.ge...]
    n7[severity_counts: dict[str, int] = {}]
    n8{for finding in findings}
    n9[severity = finding.get('severit...]
    n10[severity_counts[severity] = severity_counts.get&#...]
    n11[]
    n12[critical_count = severity_counts.get(...]
    n13[high_count = severity_counts.get(...]
    n14[key_findings = []]
    n15{if critical_count > 0}
    n16[key_findings.append(f'發現 {critical_c...]
    n17[]
    n18{if high_count > 0}
    n19[key_findings.append(f'發現 {high_count...]
    n20[]
    n21{if compliance_score < 70}
    n22[key_findings.append(f'合規分數偏低 ({c...]
    n23[]
    n24[risk_descriptions = {'critical&#...]
    n25[return {'total_findings': to...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n11
    n9 --> n10
    n10 --> n8
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
1048. integration aiva integration reporting report content generator Function generate findings summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成發現摘要'] n4{if not findings} n5[return {'message': &#...] n6[] n7[by_type: dict[str, int] = {}] n8[by_severity: dict[str, int] = {}] n9[by_location: dict[str, int] = {}] n10{for finding in findings} n11[vuln_type = finding.get('vulnera...] n12[severity = finding.get('severit...] n13[location = finding.get('locatio...] n14[by_type[vuln_type] = by_type.get(vuln_typ...] n15[by_severity[severity] = by_severity.get(seve...] n16[by_location[location] = by_location.get(loca...] n17[] n18[return {'by_vulnerability_type&#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n17 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n10 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成發現摘要']
    n4{if not findings}
    n5[return {'message': &&#35...]
    n6[]
    n7[by_type: dict[str, int] = {}]
    n8[by_severity: dict[str, int] = {}]
    n9[by_location: dict[str, int] = {}]
    n10{for finding in findings}
    n11[vuln_type = finding.get('vulnera...]
    n12[severity = finding.get('severit...]
    n13[location = finding.get('locatio...]
    n14[by_type[vuln_type] = by_type.get(vuln_typ...]
    n15[by_severity[severity] = by_severity.get(seve...]
    n16[by_location[location] = by_location.get(loca...]
    n17[]
    n18[return {'by_vulnerability_type&#...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n17
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n10
    n17 --> n18
    n18 --> n2
1049. integration aiva integration reporting report content generator Function generate metadata
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成報告元數據'] n4[return {'report_id': f&q...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成報告元數據']
    n4[return {'report_id': f&q...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1050. integration aiva integration reporting report content generator Function generate recommendations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成修復建議'] n4[recommendations = []] n5[risk_recommendations = risk_assessment.get(...] n6{for rec in risk_recommendations} n7[recommendations.append({'category&am...] n8[] n9[compliance_recommendations = compliance_result.ge...] n10{for rec in compliance_recomm...} n11[recommendations.append({'category&am...] n12[] n13{if findings} n14[recommendations.append({'category&am...] n15[] n16[return recommendations] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n10 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成修復建議']
    n4[recommendations = []]
    n5[risk_recommendations = risk_assessment.get(...]
    n6{for rec in risk_recommendations}
    n7[recommendations.append({'category&am...]
    n8[]
    n9[compliance_recommendations = compliance_result.ge...]
    n10{for rec in compliance_recomm...}
    n11[recommendations.append({'category&am...]
    n12[]
    n13{if findings}
    n14[recommendations.append({'category&am...]
    n15[]
    n16[return recommendations]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n10
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n2
1051. integration aiva integration reporting report content generator Function generate risk overview
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成風險概覽'] n4[return {'overall_score': ris...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成風險概覽']
    n4[return {'overall_score': ris...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1052. integration aiva integration reporting report content generator Function generate technical details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成技術細節'] n4[technical_details = []] n5{for finding in findings} n6[detail = {'finding_id': find...] n7[technical_details.append(detail)] n8[] n9[severity_order = {'critical'...] n10[technical_details.sort(key=lambda x: severity_orde...] n11[return technical_details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成技術細節']
    n4[technical_details = []]
    n5{for finding in findings}
    n6[detail = {'finding_id': find...]
    n7[technical_details.append(detail)]
    n8[]
    n9[severity_order = {'critical'...]
    n10[technical_details.sort(key=lambda x: severity_orde...]
    n11[return technical_details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
1053. integration aiva integration reporting report content generator Function get highest severity
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取最高嚴重性等級'] n4[severity_order = ['critical',...] n5{for severity in severity_order} n6{if by_severity.get(severity, 0...} n7[return severity] n8[] n9[] n10[return 'none'] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取最高嚴重性等級']
    n4[severity_order = ['critical',...]
    n5{for severity in severity_order}
    n6{if by_severity.get(severity, 0...}
    n7[return severity]
    n8[]
    n9[]
    n10[return 'none']
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n2
1054. integration aiva integration reporting report content generator Function get severity definitions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取嚴重性等級定義'] n4[return {'critical': &...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取嚴重性等級定義']
    n4[return {'critical': &&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1055. integration aiva integration reporting report content generator Function get vuln classifications
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取漏洞分類說明'] n4[return {'xss': '...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取漏洞分類說明']
    n4[return {'xss': '...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1056. integration aiva integration reporting report content generator Function generate report content
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成完整的報告內容\n\n Args:\n ...] n4[report_content = {'metadata'...] n5[logger.info(f'Report content generated wi...] n6[return report_content] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成完整的報告內容\n\n        Args:\n      ...]
    n4[report_content = {'metadata'...]
    n5[logger.info(f'Report content generated wi...]
    n6[return report_content]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1057. integration aiva integration reporting report template selector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._templates = {'executive&#3...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._templates = {'executive&#3...]
    n1 --> n3
    n3 --> n2
1058. integration aiva integration reporting report template selector Function get available templates
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取可用模板列表'] n4[return list(self._templates.keys())] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取可用模板列表']
    n4[return list(self._templates.keys())]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1059. integration aiva integration reporting report template selector Function select template
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['選擇報告模板'] n4[return self._templates.get(report_typ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['選擇報告模板']
    n4[return self._templates.get(report_typ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1060. integration aiva integration security auth Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[super().__init__(auto_error=False)] n4[self.settings = settings] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[super().__init__(auto_error=False)]
    n4[self.settings = settings]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1061. integration aiva integration settings Function load
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從環境變數加載配置'] n4[cors_env = os.getenv('AIVA_CORS...] n5[cors_origins = [s.strip() for s in ...] n6[return cls(db_url=os.getenv('AIVA_DAT...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從環境變數加載配置']
    n4[cors_env = os.getenv('AIVA_CORS...]
    n5[cors_origins = [s.strip() for s in ...]
    n6[return cls(db_url=os.getenv('AIVA_DAT...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1062. integration aiva integration settings Function use sql storage
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['是否使用 SQL 存儲'] n4{if self.storage_mode == 'memory'} n5[return False] n6{if self.storage_mode == 'sql'} n7[return True] n8[return self.db_url is not None] n9[] n10[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n10 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['是否使用 SQL 存儲']
    n4{if self.storage_mode == 'memory'}
    n5[return False]
    n6{if self.storage_mode == 'sql'}
    n7[return True]
    n8[return self.db_url is not None]
    n9[]
    n10[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n10
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
1063. integration aiva integration settings Function validate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證配置有效性'] n4{if self.use_sql_storage and (n...} n5[raise ValueError('SQL storage mode requir...] n6[] n7{if self.rate_limit_rps <= 0} n8[raise ValueError('Rate limit RPS must be ...] n9[] n10{if self.rate_limit_burst <= 0} n11[raise ValueError('Rate limit burst must b...] n12[] n13{if self.db_pool_size <= 0} n14[raise ValueError('Database pool size must...] n15[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證配置有效性']
    n4{if self.use_sql_storage and (n...}
    n5[raise ValueError('SQL storage mode requir...]
    n6[]
    n7{if self.rate_limit_rps <= 0}
    n8[raise ValueError('Rate limit RPS must be ...]
    n9[]
    n10{if self.rate_limit_burst <= 0}
    n11[raise ValueError('Rate limit burst must b...]
    n12[]
    n13{if self.db_pool_size <= 0}
    n14[raise ValueError('Database pool size must...]
    n15[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n2
1064. integration aiva integration threat intel threat intel intel aggregator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化威脅情報聚合器\n\n Args:\n ...] n4[self.vt_api_key = vt_api_key or os.get...] n5[self.abuseipdb_api_key = abuseipdb_api_key or...] n6[self.shodan_api_key = shodan_api_key or os...] n7[self.cache_ttl = cache_ttl] n8[self.max_concurrent = max_concurrent] n9[self.semaphore = asyncio.Semaphore(ma...] n10[self._cache: dict[str, dict[str, Any]] = ...] n11[self._cache_timestamps: dict[str, datetime] = ...] n12[self.http_client: httpx.AsyncClient | None = None] n13[logger.info('intel_aggregator_initialized...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化威脅情報聚合器\n\n        Args:\n     ...]
    n4[self.vt_api_key = vt_api_key or os.get...]
    n5[self.abuseipdb_api_key = abuseipdb_api_key or...]
    n6[self.shodan_api_key = shodan_api_key or os...]
    n7[self.cache_ttl = cache_ttl]
    n8[self.max_concurrent = max_concurrent]
    n9[self.semaphore = asyncio.Semaphore(ma...]
    n10[self._cache: dict[str, dict[str, Any]] = ...]
    n11[self._cache_timestamps: dict[str, datetime] = &#1...]
    n12[self.http_client: httpx.AsyncClient | None = None]
    n13[logger.info('intel_aggregator_initialized...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1065. integration aiva integration threat intel threat intel intel aggregator Function calculate abuseipdb threat level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['根據 AbuseIPDB 信心分數計算威脅等級'] n4{if confidence_score >= 90} n5[return ThreatLevel.CRITICAL] n6{if confidence_score >= 75} n7[return ThreatLevel.HIGH] n8{if confidence_score >= 50} n9[return ThreatLevel.MEDIUM] n10{if confidence_score >= 25} n11[return ThreatLevel.LOW] n12[return ThreatLevel.INFO] n13[] n14[] n15[] n16[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n16 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n15 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n14 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['根據 AbuseIPDB 信心分數計算威脅等級']
    n4{if confidence_score >= 90}
    n5[return ThreatLevel.CRITICAL]
    n6{if confidence_score >= 75}
    n7[return ThreatLevel.HIGH]
    n8{if confidence_score >= 50}
    n9[return ThreatLevel.MEDIUM]
    n10{if confidence_score >= 25}
    n11[return ThreatLevel.LOW]
    n12[return ThreatLevel.INFO]
    n13[]
    n14[]
    n15[]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n16
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n15
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n14
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1066. integration aiva integration threat intel threat intel intel aggregator Function calculate vt threat level
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['根據 VirusTotal 統計計算威脅等級'] n4[malicious = stats.get('malicious...] n5[suspicious = stats.get('suspiciou...] n6[total = sum(stats.values())] n7{if total == 0} n8[return ThreatLevel.UNKNOWN] n9[] n10[malicious_ratio = (malicious + suspici...] n11{if malicious_ratio >= 0.5} n12[return ThreatLevel.CRITICAL] n13{if malicious_ratio >= 0.3} n14[return ThreatLevel.HIGH] n15{if malicious_ratio >= 0.1} n16[return ThreatLevel.MEDIUM] n17{if malicious_ratio > 0} n18[return ThreatLevel.LOW] n19[return ThreatLevel.INFO] n20[] n21[] n22[] n23[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n23 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n22 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n21 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n20 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['根據 VirusTotal 統計計算威脅等級']
    n4[malicious = stats.get('malicious...]
    n5[suspicious = stats.get('suspiciou...]
    n6[total = sum(stats.values())]
    n7{if total == 0}
    n8[return ThreatLevel.UNKNOWN]
    n9[]
    n10[malicious_ratio = (malicious + suspici...]
    n11{if malicious_ratio >= 0.5}
    n12[return ThreatLevel.CRITICAL]
    n13{if malicious_ratio >= 0.3}
    n14[return ThreatLevel.HIGH]
    n15{if malicious_ratio >= 0.1}
    n16[return ThreatLevel.MEDIUM]
    n17{if malicious_ratio > 0}
    n18[return ThreatLevel.LOW]
    n19[return ThreatLevel.INFO]
    n20[]
    n21[]
    n22[]
    n23[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n23
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n22
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n21
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n20
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n2
1067. integration aiva integration threat intel threat intel intel aggregator Function generate cache key
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['生成快取鍵'] n4[return hashlib.sha256(f'{source}...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['生成快取鍵']
    n4[return hashlib.sha256(f'{source&#125...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1068. integration aiva integration threat intel threat intel intel aggregator Function get available sources
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取可用的情報源列表'] n4[sources = []] n5{if self.vt_api_key} n6[sources.append(IntelSource.VIRUSTOTAL)] n7[] n8{if self.abuseipdb_api_key} n9[sources.append(IntelSource.ABUSEIPDB)] n10[] n11{if self.shodan_api_key} n12[sources.append(IntelSource.SHODAN)] n13[] n14[return sources] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取可用的情報源列表']
    n4[sources = []]
    n5{if self.vt_api_key}
    n6[sources.append(IntelSource.VIRUSTOTAL)]
    n7[]
    n8{if self.abuseipdb_api_key}
    n9[sources.append(IntelSource.ABUSEIPDB)]
    n10[]
    n11{if self.shodan_api_key}
    n12[sources.append(IntelSource.SHODAN)]
    n13[]
    n14[return sources]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n2
1069. integration aiva integration threat intel threat intel intel aggregator Function get from cache
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從快取獲取數據'] n4{if cache_key not in self._cache} n5[return None] n6[] n7[timestamp = self._cache_timestam...] n8{if timestamp and datetime.now(...} n9[del self._cache[cache_key]] n10[del self._cache_timestamps[cache_key]] n11[return None] n12[] n13[return self._cache.get(cache_key)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從快取獲取數據']
    n4{if cache_key not in self._cache}
    n5[return None]
    n6[]
    n7[timestamp = self._cache_timestam...]
    n8{if timestamp and datetime.now(...}
    n9[del self._cache[cache_key]]
    n10[del self._cache_timestamps[cache_key]]
    n11[return None]
    n12[]
    n13[return self._cache.get(cache_key)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1070. integration aiva integration threat intel threat intel intel aggregator Function set to cache
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置快取數據'] n4[self._cache[cache_key] = data] n5[self._cache_timestamps[cache_key] = datetime.now&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置快取數據']
    n4[self._cache[cache_key] = data]
    n5[self._cache_timestamps[cache_key] = datetime.now&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1071. integration aiva integration threat intel threat intel intel aggregator Function clear cache
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清除所有快取'] n4[self._cache.clear()] n5[self._cache_timestamps.clear()] n6[logger.info('cache_cleared')] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清除所有快取']
    n4[self._cache.clear()]
    n5[self._cache_timestamps.clear()]
    n6[logger.info('cache_cleared')]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1072. integration aiva integration threat intel threat intel ioc enricher Function del
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清理資源'] n4{if self.geoip_reader} n5[self.geoip_reader.close()] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清理資源']
    n4{if self.geoip_reader}
    n5[self.geoip_reader.close()]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
1073. integration aiva integration threat intel threat intel ioc enricher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化 IOC 豐富化器\n\n Args:\n ...] n4[self.geoip_db_path = geoip_db_path] n5[self.dns_timeout = dns_timeout] n6[self.whois_timeout = whois_timeout] n7[self.geoip_reader = None] n8{if geoip_db_path} n9[try] n10[self.geoip_reader = geoip2.database.Read...] n11[logger.info('geoip_database_loaded&&#...] n12[] n13[except Exception] n14[logger.warning('geoip_database_load_faile...] n15[] n16[logger.info('ioc_enricher_initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n15 n9 --> n10 n9 --> n13 n10 --> n11 n11 --> n12 n12 --> n15 n13 --> n14 n14 --> n12 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化 IOC 豐富化器\n\n        Args:\n   ...]
    n4[self.geoip_db_path = geoip_db_path]
    n5[self.dns_timeout = dns_timeout]
    n6[self.whois_timeout = whois_timeout]
    n7[self.geoip_reader = None]
    n8{if geoip_db_path}
    n9[try]
    n10[self.geoip_reader = geoip2.database.Read...]
    n11[logger.info('geoip_database_loaded&&#...]
    n12[]
    n13[except Exception]
    n14[logger.warning('geoip_database_load_faile...]
    n15[]
    n16[logger.info('ioc_enricher_initialized&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n15
    n9 --> n10
    n9 --> n13
    n10 --> n11
    n11 --> n12
    n12 --> n15
    n13 --> n14
    n14 --> n12
    n15 --> n16
    n16 --> n2
1074. integration aiva integration threat intel threat intel ioc enricher Function analyze tld
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析 TLD'] n4[ext = tldextract.extract(d...] n5[return {'subdomain': ext.sub...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析 TLD']
    n4[ext = tldextract.extract(d...]
    n5[return {'subdomain': ext.sub...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1075. integration aiva integration threat intel threat intel ioc enricher Function detect hash type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['偵測雜湊類型'] n4[hash_types = {32: 'MD5', 40:...] n5[return hash_types.get(len(hash_value)...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['偵測雜湊類型']
    n4[hash_types = {32: 'MD5', 40:...]
    n5[return hash_types.get(len(hash_value)...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1076. integration aiva integration threat intel threat intel ioc enricher Function query geoip
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['查詢 GeoIP 資訊'] n4{if not self.geoip_reader} n5[return {'error': &#3...] n6[] n7[try] n8[response = self.geoip_reader.ci...] n9[return {'country': {&am...] n10[] n11[except Exception] n12[return {'error': f&#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n11 n8 --> n9 n9 --> n10 n10 --> n2 n11 --> n12 n12 --> n10 
flowchart TB
    n1([開始])
    n2([結束])
    n3['查詢 GeoIP 資訊']
    n4{if not self.geoip_reader}
    n5[return {'error': &#3...]
    n6[]
    n7[try]
    n8[response = self.geoip_reader.ci...]
    n9[return {'country': {&am...]
    n10[]
    n11[except Exception]
    n12[return {'error': f&#...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n11
    n8 --> n9
    n9 --> n10
    n10 --> n2
    n11 --> n12
    n12 --> n10
1077. integration aiva integration threat intel threat intel ioc enricher Function rdns lookup
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[try] n4[(hostname, aliaslist, ipaddrlist) = socket.gethos...] n5[return {'hostname': hostname...] n6[] n7[except socket.herror] n8[return {'error': str(e&#...] n1 --> n3 n3 --> n4 n3 --> n7 n4 --> n5 n5 --> n6 n6 --> n2 n7 --> n8 n8 --> n6 
flowchart TB
    n1([開始])
    n2([結束])
    n3[try]
    n4[(hostname, aliaslist, ipaddrlist) = socket.gethos...]
    n5[return {'hostname': hostname...]
    n6[]
    n7[except socket.herror]
    n8[return {'error': str(e&#...]
    n1 --> n3
    n3 --> n4
    n3 --> n7
    n4 --> n5
    n5 --> n6
    n6 --> n2
    n7 --> n8
    n8 --> n6
1078. integration aiva integration threat intel threat intel ioc enricher Function resolve
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[try] n4{if record_type == 'A'} n5[return socket.getaddrinfo(domain, Non...] n6{if record_type == 'AAAA'} n7[return socket.getaddrinfo(domain, Non...] n8[return []] n9[] n10[] n11[] n12[except socket.gaierror] n13[return []] n1 --> n3 n3 --> n4 n3 --> n12 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n10 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 n12 --> n13 n13 --> n11 
flowchart TB
    n1([開始])
    n2([結束])
    n3[try]
    n4{if record_type == 'A'}
    n5[return socket.getaddrinfo(domain, Non...]
    n6{if record_type == 'AAAA'}
    n7[return socket.getaddrinfo(domain, Non...]
    n8[return []]
    n9[]
    n10[]
    n11[]
    n12[except socket.gaierror]
    n13[return []]
    n1 --> n3
    n3 --> n4
    n3 --> n12
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n10
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
    n12 --> n13
    n13 --> n11
1079. integration aiva integration threat intel threat intel ioc enricher Function whois query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[obj = IPWhois(ip_address, ...] n4[result = obj.lookup_rdap(dept...] n5[return {'asn': result.get...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[obj = IPWhois(ip_address, ...]
    n4[result = obj.lookup_rdap(dept...]
    n5[return {'asn': result.get&#4...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1080. integration aiva integration threat intel threat intel ioc enricher Function whois
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[result = whois_query(domain)] n4{if result} n5[return {'registrar': getattr...] n6[] n7[return {'error': &#3...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[result = whois_query(domain)]
    n4{if result}
    n5[return {'registrar': getattr...]
    n6[]
    n7[return {'error': &#3...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1081. integration aiva integration threat intel threat intel mitre mapper Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化 MITRE 映射器\n\n Args:\n ...] n4[self.matrix = matrix] n5[self.cache_dir = cache_dir] n6[self.auto_update = auto_update] n7[os.makedirs(cache_dir, exist_ok=True)] n8[self.attack_data: MitreAttackData | None = None] n9[self._load_attack_data()] n10[logger.info('mitre_mapper_initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化 MITRE 映射器\n\n        Args:\n  ...]
    n4[self.matrix = matrix]
    n5[self.cache_dir = cache_dir]
    n6[self.auto_update = auto_update]
    n7[os.makedirs(cache_dir, exist_ok=True)]
    n8[self.attack_data: MitreAttackData | None = None]
    n9[self._load_attack_data()]
    n10[logger.info('mitre_mapper_initialized&amp...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1082. integration aiva integration threat intel threat intel mitre mapper Function extract tactics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從技術中提取戰術'] n4[kill_chain_phases = technique.get('kill_...] n5[tactics = []] n6{for phase in kill_chain_phases} n7{if phase.get('kill_chain_name&#39...} n8[tactic_name = phase.get('phase_nam...] n9[tactics.append(tactic_name)] n10[] n11[] n12[return tactics] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n6 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從技術中提取戰術']
    n4[kill_chain_phases = technique.get('kill_...]
    n5[tactics = []]
    n6{for phase in kill_chain_phases}
    n7{if phase.get('kill_chain_name&#39...}
    n8[tactic_name = phase.get('phase_nam...]
    n9[tactics.append(tactic_name)]
    n10[]
    n11[]
    n12[return tactics]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n6
    n11 --> n12
    n12 --> n2
1083. integration aiva integration threat intel threat intel mitre mapper Function load attack data
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['載入 MITRE ATT&CK 數據'] n4[try] n5[self.attack_data = MitreAttackData(self...] n6[logger.info('mitre_attack_data_loaded&...] n7[] n8[except Exception] n9[logger.error('mitre_attack_data_load_fail...] n10[self.attack_data = None] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n8 n5 --> n6 n6 --> n7 n7 --> n2 n8 --> n9 n9 --> n10 n10 --> n7 
flowchart TB
    n1([開始])
    n2([結束])
    n3['載入 MITRE ATT&CK 數據']
    n4[try]
    n5[self.attack_data = MitreAttackData(self...]
    n6[logger.info('mitre_attack_data_loaded&amp...]
    n7[]
    n8[except Exception]
    n9[logger.error('mitre_attack_data_load_fail...]
    n10[self.attack_data = None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n8
    n5 --> n6
    n6 --> n7
    n7 --> n2
    n8 --> n9
    n9 --> n10
    n10 --> n7
1084. integration aiva integration threat intel threat intel mitre mapper Function generate attack path
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 生成攻擊路徑\n\n Args:\n ...] n4[path = {'techniques': [&...] n5{for tech_id in techniques} n6[technique = self.get_technique_b...] n7{if technique} n8[path['techniques'].append...] n9[path['tactics_coverage']....] n10[] n11[] n12[path['tactics_coverage'] ...] n13[path['completeness_score']...] n14[logger.info('attack_path_generated&&#...] n15[return path] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n5 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        生成攻擊路徑\n\n        Args:\n         ...]
    n4[path = {'techniques': [&...]
    n5{for tech_id in techniques}
    n6[technique = self.get_technique_b...]
    n7{if technique}
    n8[path['techniques'].append...]
    n9[path['tactics_coverage']....]
    n10[]
    n11[]
    n12[path['tactics_coverage'] ...]
    n13[path['completeness_score'&#93...]
    n14[logger.info('attack_path_generated&&#...]
    n15[return path]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n5
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
1085. integration aiva integration threat intel threat intel mitre mapper Function get mitigations for technique
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取技術的緩解措施\n\n Args:\n ...] n4{if not self.attack_data} n5[return []] n6[] n7[try] n8[techniques = self.attack_data.get...] n9[technique_obj = None] n10{for tech in techniques} n11[external_refs = tech.get('external_r...] n12{for ref in external_refs} n13{if ref.get('source_name')...} n14[technique_obj = tech] n15[break] n16[] n17[] n18{if technique_obj} n19[break] n20[] n21[] n22{if not technique_obj} n23[return []] n24[] n25[tech_id_raw = technique_obj.get('i...] n26{if not tech_id_raw or not isin...} n27[return []] n28[] n29[tech_id: str = tech_id_raw] n30[mitigations = self.attack_data.get...] n31[results = []] n32{for mitigation in mitigations} n33[external_refs = mitigation.get('exte...] n34[mitigation_id = None] n35{for ref in external_refs} n36{if ref.get('source_name')...} n37[mitigation_id = ref.get('external_id...] n38[break] n39[] n40[] n41[results.append({'id': mi...] n42[] n43[logger.info('mitigations_retrieved&&#...] n44[return results] n45[] n46[except Exception] n47[logger.error('get_mitigations_failed&...] n48[return []] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n46 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n21 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n17 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n16 n16 --> n12 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n20 n19 --> n20 n20 --> n10 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n42 n33 --> n34 n34 --> n35 n35 -->|Yes| n36 n35 -->|No| n40 n36 -->|Yes| n37 n36 -->|No| n39 n37 --> n38 n38 --> n39 n39 --> n35 n40 --> n41 n41 --> n32 n42 --> n43 n43 --> n44 n44 --> n45 n45 --> n2 n46 --> n47 n47 --> n48 n48 --> n45 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取技術的緩解措施\n\n        Args:\n      ...]
    n4{if not self.attack_data}
    n5[return []]
    n6[]
    n7[try]
    n8[techniques = self.attack_data.get...]
    n9[technique_obj = None]
    n10{for tech in techniques}
    n11[external_refs = tech.get('external_r...]
    n12{for ref in external_refs}
    n13{if ref.get('source_name')...}
    n14[technique_obj = tech]
    n15[break]
    n16[]
    n17[]
    n18{if technique_obj}
    n19[break]
    n20[]
    n21[]
    n22{if not technique_obj}
    n23[return []]
    n24[]
    n25[tech_id_raw = technique_obj.get('i...]
    n26{if not tech_id_raw or not isin...}
    n27[return []]
    n28[]
    n29[tech_id: str = tech_id_raw]
    n30[mitigations = self.attack_data.get...]
    n31[results = []]
    n32{for mitigation in mitigations}
    n33[external_refs = mitigation.get('exte...]
    n34[mitigation_id = None]
    n35{for ref in external_refs}
    n36{if ref.get('source_name')...}
    n37[mitigation_id = ref.get('external_id...]
    n38[break]
    n39[]
    n40[]
    n41[results.append({'id': mi...]
    n42[]
    n43[logger.info('mitigations_retrieved&&#...]
    n44[return results]
    n45[]
    n46[except Exception]
    n47[logger.error('get_mitigations_failed&...]
    n48[return []]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n46
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n21
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n17
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n16
    n16 --> n12
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n20
    n19 --> n20
    n20 --> n10
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n42
    n33 --> n34
    n34 --> n35
    n35 -->|Yes| n36
    n35 -->|No| n40
    n36 -->|Yes| n37
    n36 -->|No| n39
    n37 --> n38
    n38 --> n39
    n39 --> n35
    n40 --> n41
    n41 --> n32
    n42 --> n43
    n43 --> n44
    n44 --> n45
    n45 --> n2
    n46 --> n47
    n47 --> n48
    n48 --> n45
1086. integration aiva integration threat intel threat intel mitre mapper Function get tactics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取所有戰術\n\n Returns:\n ...] n4{if not self.attack_data} n5[return []] n6[] n7[try] n8[tactics = self.attack_data.get...] n9[results = []] n10{for tactic in tactics} n11[external_refs = tactic.get('external...] n12[tactic_id = None] n13[tactic_url = None] n14{for ref in external_refs} n15{if ref.get('source_name')...} n16[tactic_id = ref.get('external_id...] n17[tactic_url = ref.get('url')] n18[break] n19[] n20[] n21[results.append({'id': ta...] n22[] n23[logger.info('tactics_retrieved&#3...] n24[return results] n25[] n26[except Exception] n27[logger.error('get_tactics_failed&#...] n28[return []] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n26 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n22 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n20 n15 -->|Yes| n16 n15 -->|No| n19 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n14 n20 --> n21 n21 --> n10 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 n26 --> n27 n27 --> n28 n28 --> n25 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取所有戰術\n\n        Returns:\n      ...]
    n4{if not self.attack_data}
    n5[return []]
    n6[]
    n7[try]
    n8[tactics = self.attack_data.get...]
    n9[results = []]
    n10{for tactic in tactics}
    n11[external_refs = tactic.get('external...]
    n12[tactic_id = None]
    n13[tactic_url = None]
    n14{for ref in external_refs}
    n15{if ref.get('source_name')...}
    n16[tactic_id = ref.get('external_id...]
    n17[tactic_url = ref.get('url')]
    n18[break]
    n19[]
    n20[]
    n21[results.append({'id': ta...]
    n22[]
    n23[logger.info('tactics_retrieved&#3...]
    n24[return results]
    n25[]
    n26[except Exception]
    n27[logger.error('get_tactics_failed&&#35...]
    n28[return []]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n26
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n22
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n20
    n15 -->|Yes| n16
    n15 -->|No| n19
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n14
    n20 --> n21
    n21 --> n10
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
    n26 --> n27
    n27 --> n28
    n28 --> n25
1087. integration aiva integration threat intel threat intel mitre mapper Function get technique by id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據技術 ID 獲取技術資訊\n\n Args:\n ...] n4{if not self.attack_data} n5[return None] n6[] n7[try] n8[techniques = self.attack_data.get...] n9{for technique in techniques} n10[external_refs = technique.get('exter...] n11{for ref in external_refs} n12{if ref.get('source_name')...} n13[return {'id': technique_id, ...] n14[] n15[] n16[] n17[return None] n18[] n19[except Exception] n20[logger.error('get_technique_failed&&#...] n21[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n19 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n16 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n15 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n11 n15 --> n9 n16 --> n17 n17 --> n18 n18 --> n2 n19 --> n20 n20 --> n21 n21 --> n18 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據技術 ID 獲取技術資訊\n\n        Args:\n ...]
    n4{if not self.attack_data}
    n5[return None]
    n6[]
    n7[try]
    n8[techniques = self.attack_data.get...]
    n9{for technique in techniques}
    n10[external_refs = technique.get('exter...]
    n11{for ref in external_refs}
    n12{if ref.get('source_name')...}
    n13[return {'id': technique_id, ...]
    n14[]
    n15[]
    n16[]
    n17[return None]
    n18[]
    n19[except Exception]
    n20[logger.error('get_technique_failed&&#...]
    n21[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n19
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n16
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n11
    n15 --> n9
    n16 --> n17
    n17 --> n18
    n18 --> n2
    n19 --> n20
    n20 --> n21
    n21 --> n18
1088. integration aiva integration threat intel threat intel mitre mapper Function main
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['測試範例'] n4[mapper = MitreMapper()] n5[print('=== Technique Information ===&...] n6[technique = mapper.get_technique...] n7[print(json.dumps(technique, indent=2, ensure_asci...] n8[print('\n=== Search Techniques ===&&#...] n9[results = mapper.search_techni...] n10{for result in results} n11[print(f"- {result['id&a...] n12[] n13[print('\n=== Tactics ===')] n14[tactics = mapper.get_tactics()] n15{for tactic in tactics[:5]} n16[print(f"- {tactic['id&a...] n17[] n18[print('\n=== Mitigations for T1055 ===&am...] n19[mitigations = mapper.get_mitigatio...] n20{for mitigation in mitigations} n21[print(f"- {mitigation['...] n22[] n23[print('\n=== Vulnerability Mapping ===&am...] n24[vuln_desc = 'SQL injection vulne...] n25[techniques = mapper.map_vulnerabi...] n26{for tech in techniques} n27[print(f"- {tech['id&...] n28[] n29[print('\n=== Attack Path ==='...] n30[path = mapper.generate_atta...] n31[print(f"Techniques: {len(path[&...] n32[print(f"Tactics Coverage: {path[&am...] n33[print(f"Completeness: {path[&&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n10 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n15 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n20 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n26 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['測試範例']
    n4[mapper = MitreMapper()]
    n5[print('=== Technique Information ===&...]
    n6[technique = mapper.get_technique...]
    n7[print(json.dumps(technique, indent=2, ensure_asci...]
    n8[print('\n=== Search Techniques ===&&#...]
    n9[results = mapper.search_techni...]
    n10{for result in results}
    n11[print(f"- {result['id&a...]
    n12[]
    n13[print('\n=== Tactics ===')]
    n14[tactics = mapper.get_tactics()]
    n15{for tactic in tactics[:5]}
    n16[print(f"- {tactic['id&a...]
    n17[]
    n18[print('\n=== Mitigations for T1055 ===&am...]
    n19[mitigations = mapper.get_mitigatio...]
    n20{for mitigation in mitigations}
    n21[print(f"- {mitigation['...]
    n22[]
    n23[print('\n=== Vulnerability Mapping ===&am...]
    n24[vuln_desc = 'SQL injection vulne...]
    n25[techniques = mapper.map_vulnerabi...]
    n26{for tech in techniques}
    n27[print(f"- {tech['id&amp...]
    n28[]
    n29[print('\n=== Attack Path ==='...]
    n30[path = mapper.generate_atta...]
    n31[print(f"Techniques: {len(path[&...]
    n32[print(f"Tactics Coverage: {path[&am...]
    n33[print(f"Completeness: {path[&&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n10
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n15
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n20
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n26
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n2
1089. integration aiva integration threat intel threat intel mitre mapper Function map vulnerability to techniques
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將漏洞映射到 ATT&CK 技術\n\n Ar...] n4[keyword_mapping = {'injection&#3...] n5[cwe_mapping = {'CWE-79': ...] n6[matched_technique_ids = set()] n7[description_lower = vulnerability_descri...] n8{for (keyword, technique_ids) in keyword_mapping.i...} n9{if keyword in description_lower} n10[matched_technique_ids.update(technique_ids)] n11[] n12[] n13{if cwe_id and cwe_id in cwe_ma...} n14[matched_technique_ids.update(cwe_mapping[cwe_id&#...] n15[] n16[techniques = []] n17{for tech_id in matched_technique...} n18[technique = self.get_technique_b...] n19{if technique} n20[techniques.append(technique)] n21[] n22[] n23[logger.info('vulnerability_mapped&...] n24[return techniques] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n12 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n8 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n22 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n17 n22 --> n23 n23 --> n24 n24 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將漏洞映射到 ATT&CK 技術\n\n        Ar...]
    n4[keyword_mapping = {'injection&#3...]
    n5[cwe_mapping = {'CWE-79': &#9...]
    n6[matched_technique_ids = set()]
    n7[description_lower = vulnerability_descri...]
    n8{for (keyword, technique_ids) in keyword_mapping.i...}
    n9{if keyword in description_lower}
    n10[matched_technique_ids.update(technique_ids)]
    n11[]
    n12[]
    n13{if cwe_id and cwe_id in cwe_ma...}
    n14[matched_technique_ids.update(cwe_mapping[cwe_id&#...]
    n15[]
    n16[techniques = []]
    n17{for tech_id in matched_technique...}
    n18[technique = self.get_technique_b...]
    n19{if technique}
    n20[techniques.append(technique)]
    n21[]
    n22[]
    n23[logger.info('vulnerability_mapped&&#3...]
    n24[return techniques]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n12
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n8
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n22
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n17
    n22 --> n23
    n23 --> n24
    n24 --> n2
1090. integration aiva integration threat intel threat intel mitre mapper Function search techniques by keyword
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據關鍵字搜尋技術\n\n Args:\n ...] n4{if not self.attack_data} n5[return []] n6[] n7[try] n8[techniques = self.attack_data.get...] n9[results = []] n10[keyword_lower = keyword.lower()] n11{for technique in techniques} n12[name = technique.get('name'...] n13[description = technique.get('descr...] n14{if keyword_lower in name or ke...} n15[tech_id = None] n16[external_refs = technique.get('exter...] n17{for ref in external_refs} n18{if ref.get('source_name')...} n19[tech_id = ref.get('external_id...] n20[break] n21[] n22[] n23{if tech_id} n24[results.append({'id': te...] n25[] n26{if len(results) >= limit} n27[break] n28[] n29[] n30[] n31[logger.info('techniques_searched&#...] n32[return results] n33[] n34[except Exception] n35[logger.error('search_techniques_failed&am...] n36[return []] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n7 --> n34 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n30 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n29 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n22 n18 -->|Yes| n19 n18 -->|No| n21 n19 --> n20 n20 --> n21 n21 --> n17 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n28 n27 --> n28 n28 --> n29 n29 --> n11 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n2 n34 --> n35 n35 --> n36 n36 --> n33 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據關鍵字搜尋技術\n\n        Args:\n      ...]
    n4{if not self.attack_data}
    n5[return []]
    n6[]
    n7[try]
    n8[techniques = self.attack_data.get...]
    n9[results = []]
    n10[keyword_lower = keyword.lower()]
    n11{for technique in techniques}
    n12[name = technique.get('name'...]
    n13[description = technique.get('descr...]
    n14{if keyword_lower in name or ke...}
    n15[tech_id = None]
    n16[external_refs = technique.get('exter...]
    n17{for ref in external_refs}
    n18{if ref.get('source_name')...}
    n19[tech_id = ref.get('external_id...]
    n20[break]
    n21[]
    n22[]
    n23{if tech_id}
    n24[results.append({'id': te...]
    n25[]
    n26{if len(results) >= limit}
    n27[break]
    n28[]
    n29[]
    n30[]
    n31[logger.info('techniques_searched&&#35...]
    n32[return results]
    n33[]
    n34[except Exception]
    n35[logger.error('search_techniques_failed&am...]
    n36[return []]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n7 --> n34
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n30
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n29
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n22
    n18 -->|Yes| n19
    n18 -->|No| n21
    n19 --> n20
    n20 --> n21
    n21 --> n17
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n28
    n27 --> n28
    n28 --> n29
    n29 --> n11
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n2
    n34 --> n35
    n35 --> n36
    n36 --> n33
1091. integration alembic env Function do run migrations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['執行遷移的核心邏輯'] n4[context.configure(connection=connection, target_me...] n5[with context.b...] n6[context.run_migrations()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['執行遷移的核心邏輯']
    n4[context.configure(connection=connection, target_me...]
    n5[with context.b...]
    n6[context.run_migrations()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1092. integration alembic env Function get database url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['從環境變數獲取資料庫 URL'] n4[url = os.getenv('AIVA_DATA...] n5{if not url} n6[raise ValueError('AIVA_DATABASE_URL envir...] n7[] n8[return url] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['從環境變數獲取資料庫 URL']
    n4[url = os.getenv('AIVA_DATA...]
    n5{if not url}
    n6[raise ValueError('AIVA_DATABASE_URL envir...]
    n7[]
    n8[return url]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1093. integration alembic env Function run migrations offline
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['離線模式運行遷移'] n4[url = get_database_url()] n5[context.configure(url=url, target_metadata=target_...] n6[with context.b...] n7[context.run_migrations()] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['離線模式運行遷移']
    n4[url = get_database_url()]
    n5[context.configure(url=url, target_metadata=target_...]
    n6[with context.b...]
    n7[context.run_migrations()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1094. integration alembic env Function run migrations online
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['在線模式運行遷移'] n4[asyncio.run(run_async_migrations())] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['在線模式運行遷移']
    n4[asyncio.run(run_async_migrations())]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1095. integration alembic versions 001 initial schema Function downgrade
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['撤銷遷移'] n4[op.drop_table('task_executions&#3...] n5[op.drop_table('reports')] n6[op.drop_table('findings')] n7[op.drop_table('scans')] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['撤銷遷移']
    n4[op.drop_table('task_executions&#3...]
    n5[op.drop_table('reports')]
    n6[op.drop_table('findings')]
    n7[op.drop_table('scans')]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1096. integration alembic versions 001 initial schema Function upgrade
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建初始資料庫表結構'] n4[op.create_table('scans', sa.C...] n5[op.create_table('findings', s...] n6[op.create_table('reports', sa...] n7[op.create_table('task_executions&#...] n8[op.create_index('idx_scans_status&...] n9[op.create_index('idx_scans_created_at&...] n10[op.create_index('idx_findings_finding_id&...] n11[op.create_index('idx_findings_scan_id&...] n12[op.create_index('idx_findings_task_id&...] n13[op.create_index('idx_findings_severity&am...] n14[op.create_index('idx_findings_status&...] n15[op.create_index('idx_findings_created_at&...] n16[op.create_index('idx_reports_report_id&am...] n17[op.create_index('idx_reports_scan_id&...] n18[op.create_index('idx_reports_status&&...] n19[op.create_index('idx_reports_format&&...] n20[op.create_index('idx_reports_created_at&a...] n21[op.create_index('idx_task_executions_task...] n22[op.create_index('idx_task_executions_scan...] n23[op.create_index('idx_task_executions_stat...] n24[op.create_index('idx_task_executions_task...] n25[op.create_index('idx_task_executions_star...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建初始資料庫表結構']
    n4[op.create_table('scans', sa.C...]
    n5[op.create_table('findings', s...]
    n6[op.create_table('reports', sa...]
    n7[op.create_table('task_executions&&#35...]
    n8[op.create_index('idx_scans_status&&#3...]
    n9[op.create_index('idx_scans_created_at&amp...]
    n10[op.create_index('idx_findings_finding_id&...]
    n11[op.create_index('idx_findings_scan_id&amp...]
    n12[op.create_index('idx_findings_task_id&amp...]
    n13[op.create_index('idx_findings_severity&am...]
    n14[op.create_index('idx_findings_status&...]
    n15[op.create_index('idx_findings_created_at&...]
    n16[op.create_index('idx_reports_report_id&am...]
    n17[op.create_index('idx_reports_scan_id&...]
    n18[op.create_index('idx_reports_status&&...]
    n19[op.create_index('idx_reports_format&&...]
    n20[op.create_index('idx_reports_created_at&a...]
    n21[op.create_index('idx_task_executions_task...]
    n22[op.create_index('idx_task_executions_scan...]
    n23[op.create_index('idx_task_executions_stat...]
    n24[op.create_index('idx_task_executions_task...]
    n25[op.create_index('idx_task_executions_star...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
1097. message broker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 RPC 客戶端\n\n Args:\n ch...] n4[self.channel = channel] n5[self.exchange = exchange] n6[self.timeout = timeout] n7[self.futures: dict[str, asyncio.Future] = {&...] n8[self.callback_queue: AbstractQueue | None = None] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 RPC 客戶端\n\n        Args:\n            ch...]
    n4[self.channel = channel]
    n5[self.exchange = exchange]
    n6[self.timeout = timeout]
    n7[self.futures: dict[str, asyncio.Future] = {&...]
    n8[self.callback_queue: AbstractQueue | None = None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1098. result collector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化結果收集器\n\n Args:\n broke...] n4[self.broker = broker] n5[self.storage = storage_backend] n6[self.result_handlers: dict[str, list[Callable]...] n7[self.pending_results: dict[str, dict[str, Any]...] n8[logger.info('ResultCollector initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化結果收集器\n\n        Args:\n            broke...]
    n4[self.broker = broker]
    n5[self.storage = storage_backend]
    n6[self.result_handlers: dict[str, list[Callable&#93...]
    n7[self.pending_results: dict[str, dict[str, Any&#93...]
    n8[logger.info('ResultCollector initialized&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1099. result collector Function set pending result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置等待中的結果\n\n Args:\n resul...] n4[self.pending_results[result_id] = {&#...] n5[logger.debug(f'Set pending result for ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置等待中的結果\n\n        Args:\n            resul...]
    n4[self.pending_results[result_id] = {&&#35...]
    n5[logger.debug(f'Set pending result for &#1...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1100. result collector Function register handler
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊結果處理器\n\n Args:\n event_...] n4{if event_type not in self.resu...} n5[self.result_handlers[event_type] = []] n6[] n7[self.result_handlers[event_type].append(handl...] n8[logger.debug(f'Registered handler for ...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊結果處理器\n\n        Args:\n            event_...]
    n4{if event_type not in self.resu...}
    n5[self.result_handlers[event_type] = []]
    n6[]
    n7[self.result_handlers[event_type].append(handl...]
    n8[logger.debug(f'Registered handler for &#1...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1101. result collector Function unregister handler
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取消註冊處理器\n\n Args:\n event_...] n4{if event_type in self.result_h...} n5[try] n6[self.result_handlers[event_type].remove(handl...] n7[logger.debug(f'Unregistered handler for &...] n8[] n9[except ValueError] n10[pass] n11[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n11 n5 --> n6 n5 --> n9 n6 --> n7 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n8 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取消註冊處理器\n\n        Args:\n            event_...]
    n4{if event_type in self.result_h...}
    n5[try]
    n6[self.result_handlers[event_type].remove(handl...]
    n7[logger.debug(f'Unregistered handler for &...]
    n8[]
    n9[except ValueError]
    n10[pass]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n11
    n5 --> n6
    n5 --> n9
    n6 --> n7
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n8
    n11 --> n2
1102. task dispatcher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化任務派發器\n\n Args:\n broke...] n4[self.broker = broker] n5[self.module_name = module_name] n6[self.task_callbacks: dict[str, Callable] = {...] n7[self.tool_routing_map = {'function_sqli&...] n8[logger.info('TaskDispatcher initialized&a...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化任務派發器\n\n        Args:\n            broke...]
    n4[self.broker = broker]
    n5[self.module_name = module_name]
    n6[self.task_callbacks: dict[str, Callable] = {...]
    n7[self.tool_routing_map = {'function_sqli&...]
    n8[logger.info('TaskDispatcher initialized&a...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1103. task dispatcher Function build message
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建 AIVA 消息\n\n Args:\n top...] n4[header = MessageHeader(messag...] n5[message = AivaMessage(header=h...] n6[return message] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建 AIVA 消息\n\n        Args:\n            top...]
    n4[header = MessageHeader(messag...]
    n5[message = AivaMessage(header=h...]
    n6[return message]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1104. task dispatcher Function build task payload
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建功能任務 Payload\n\n Args:\n ...] n4[target = FunctionTaskTarget(u...] n5[payload = FunctionTaskPayload(...] n6[return payload] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建功能任務 Payload\n\n        Args:\n           ...]
    n4[target = FunctionTaskTarget(u...]
    n5[payload = FunctionTaskPayload(...]
    n6[return payload]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1105. task dispatcher Function get topic for tool
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['根據工具類型獲取對應的 Topic\n\n Args:\n ...] n4[topic_map = {'function_sqli'...] n5[return topic_map.get(tool_type, Topic...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['根據工具類型獲取對應的 Topic\n\n        Args:\n        ...]
    n4[topic_map = {'function_sqli'...]
    n5[return topic_map.get(tool_type, Topic...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1106. task dispatcher Function register callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊任務完成回調\n\n Args:\n task_...] n4[self.task_callbacks[task_id] = callback] n5[logger.debug(f'Registered callback for ta...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊任務完成回調\n\n        Args:\n            task_...]
    n4[self.task_callbacks[task_id] = callback]
    n5[logger.debug(f'Registered callback for ta...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1107. task dispatcher Function unregister callback
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取消註冊回調\n\n Args:\n task_id...] n4{if task_id in self.task_callbacks} n5[del self.task_callbacks[task_id]] n6[logger.debug(f'Unregistered callback for ...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取消註冊回調\n\n        Args:\n            task_id...]
    n4{if task_id in self.task_callbacks}
    n5[del self.task_callbacks[task_id]]
    n6[logger.debug(f'Unregistered callback for ...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
1108. aiva func sqli init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
1109. aiva func sqli backend db fingerprinter Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._db_patterns = {'MySQL'...] n4[self._version_patterns = {'MySQL&...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._db_patterns = {'MySQL'...]
    n4[self._version_patterns = {'MySQL&&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1110. aiva func sqli backend db fingerprinter Function contains sql keywords
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測文本中的SQL關鍵字'] n4[sql_keywords = ['SELECT', &am...] n5[found_keywords = []] n6[text_upper = text.upper()] n7{for keyword in sql_keywords} n8{if keyword in text_upper} n9[found_keywords.append(keyword)] n10[] n11[] n12[return found_keywords] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測文本中的SQL關鍵字']
    n4[sql_keywords = ['SELECT', &am...]
    n5[found_keywords = []]
    n6[text_upper = text.upper()]
    n7{for keyword in sql_keywords}
    n8{if keyword in text_upper}
    n9[found_keywords.append(keyword)]
    n10[]
    n11[]
    n12[return found_keywords]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 --> n2
1111. aiva func sqli backend db fingerprinter Function extract error signatures
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取錯誤簽名'] n4[error_signatures = []] n5[error_patterns = ['syntax error&#...] n6{for pattern in error_patterns} n7[matches = re.findall(pattern, ...] n8[error_signatures.extend(matches)] n9[] n10[return list(set(error_signatures))] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n6 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取錯誤簽名']
    n4[error_signatures = []]
    n5[error_patterns = ['syntax error&#...]
    n6{for pattern in error_patterns}
    n7[matches = re.findall(pattern, ...]
    n8[error_signatures.extend(matches)]
    n9[]
    n10[return list(set(error_signatures))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n6
    n9 --> n10
    n10 --> n2
1112. aiva func sqli backend db fingerprinter Function extract version
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取資料庫版本資訊'] n4[version_patterns = self._version_patter...] n5{for pattern in version_patterns} n6[match = re.search(pattern, t...] n7{if match} n8[version = match.group(1)] n9[logger.info(f'Version extracted for {...] n10[return version] n11[] n12[] n13[return None] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n5 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取資料庫版本資訊']
    n4[version_patterns = self._version_patter...]
    n5{for pattern in version_patterns}
    n6[match = re.search(pattern, t...]
    n7{if match}
    n8[version = match.group(1)]
    n9[logger.info(f'Version extracted for &#123...]
    n10[return version]
    n11[]
    n12[]
    n13[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n5
    n12 --> n13
    n13 --> n2
1113. aiva func sqli backend db fingerprinter Function add custom pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加自定義資料庫識別模式\n\n Args:\n ...] n4{if db_name not in self._db_pat...} n5[self._db_patterns[db_name] = []] n6[] n7[self._db_patterns[db_name].append(pattern)] n8[logger.info(f'Added custom pattern for &#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加自定義資料庫識別模式\n\n        Args:\n   ...]
    n4{if db_name not in self._db_pat...}
    n5[self._db_patterns[db_name] = []]
    n6[]
    n7[self._db_patterns[db_name].append(pattern)]
    n8[logger.info(f'Added custom pattern for &#...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1114. aiva func sqli backend db fingerprinter Function add custom version pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加自定義版本提取模式\n\n Args:\n ...] n4{if db_name not in self._versio...} n5[self._version_patterns[db_name] = []] n6[] n7[self._version_patterns[db_name].append(patter...] n8[logger.info(f'Added custom version patter...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加自定義版本提取模式\n\n        Args:\n    ...]
    n4{if db_name not in self._versio...}
    n5[self._version_patterns[db_name] = []]
    n6[]
    n7[self._version_patterns[db_name].append(patter...]
    n8[logger.info(f'Added custom version patter...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1115. aiva func sqli backend db fingerprinter Function analyze response characteristics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析回應特徵以輔助指紋識別\n\n Args:\n ...] n4[characteristics = {'status_code&#...] n5[return characteristics] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析回應特徵以輔助指紋識別\n\n        Args:\n  ...]
    n4[characteristics = {'status_code&&#35...]
    n5[return characteristics]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1116. aiva func sqli backend db fingerprinter Function fingerprint
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 從HTTP回應中識別資料庫類型和版本\n\n Args...] n4{if response is None} n5[return None] n6[] n7[text_sources = [response.text or '&&#...] n8[combined_text = ' '.join(text...] n9{for (db_name, patterns) in self._db_patterns...} n10{for pattern in patterns} n11{if re.search(pattern, combined...} n12[logger.info(f'Database fingerprint detect...] n13[version = self._extract_versio...] n14[return (db_name, version)] n15[] n16[] n17[] n18[return None] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n17 n10 -->|Yes| n11 n10 -->|No| n16 n11 -->|Yes| n12 n11 -->|No| n15 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n10 n16 --> n9 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        從HTTP回應中識別資料庫類型和版本\n\n        Args...]
    n4{if response is None}
    n5[return None]
    n6[]
    n7[text_sources = [response.text or '&&#...]
    n8[combined_text = ' '.join(text...]
    n9{for (db_name, patterns) in self._db_patterns...}
    n10{for pattern in patterns}
    n11{if re.search(pattern, combined...}
    n12[logger.info(f'Database fingerprint detect...]
    n13[version = self._extract_versio...]
    n14[return (db_name, version)]
    n15[]
    n16[]
    n17[]
    n18[return None]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n17
    n10 -->|Yes| n11
    n10 -->|No| n16
    n11 -->|Yes| n12
    n11 -->|No| n15
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n10
    n16 --> n9
    n17 --> n18
    n18 --> n2
1117. aiva func sqli backend db fingerprinter Function get supported databases
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取支援的資料庫類型列表'] n4[return list(self._db_patterns.keys())] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取支援的資料庫類型列表']
    n4[return list(self._db_patterns.keys())]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1118. aiva func sqli backend db fingerprinter Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import re] n5[from typing import Any] n6[import httpx] n7[from services.aiva_common.utils import get_logger] n8[logger = get_logger(__name__)] n9[class BackendDbFingerprinter(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import re]
    n5[from typing import Any]
    n6[import httpx]
    n7[from services.aiva_common.utils import get_logger]
    n8[logger = get_logger(__name__)]
    n9[class BackendDbFingerprinter(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1119. aiva func sqli config Function create aggressive config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建積極的檢測配置（用於專業測試）'] n4[return cls(engines={'error&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建積極的檢測配置（用於專業測試）']
    n4[return cls(engines={'error&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1120. aiva func sqli config Function create safe config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['創建安全的預設配置（用於生產環境）'] n4[return cls(engines={'error&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['創建安全的預設配置（用於生產環境）']
    n4[return cls(engines={'error&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1121. aiva func sqli config Function get enabled engines
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取得所有啟用的引擎列表'] n4[return [engine for engine, enabled in...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取得所有啟用的引擎列表']
    n4[return [engine for engine, enabled in...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1122. aiva func sqli config Function is engine enabled
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查指定引擎是否啟用'] n4[return self.engines.get(engine_name, ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查指定引擎是否啟用']
    n4[return self.engines.get(engine_name, ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1123. aiva func sqli config Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為字典格式'] n4[return {'engines': self.engi...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為字典格式']
    n4[return {'engines': self.engi...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1124. aiva func sqli config Function validate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['配置驗證'] n4{if self.timeout_seconds <= 0} n5[raise ValueError('timeout_seconds must be...] n6[] n7{if self.max_retries < 0} n8[raise ValueError('max_retries must be non...] n9[] n10{if self.concurrent_limit <= 0} n11[raise ValueError('concurrent_limit must b...] n12[] n13{if self.time_delay_threshold <= 0} n14[raise ValueError('time_delay_threshold mu...] n15[] n16{if not 0 <= self.boolean_diff_...} n17[raise ValueError('boolean_diff_threshold ...] n18[] n19{if not 0 <= self.min_confidenc...} n20[raise ValueError('min_confidence_score mu...] n21[] n22{if self.max_payload_length <= 0} n23[raise ValueError('max_payload_length must...] n24[] n25[valid_engines = {'error', &a...] n26{for engine in self.engines} n27{if engine not in valid_engines} n28[raise ValueError(f'Unknown engine: {...] n29[] n30[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n30 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n26 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['配置驗證']
    n4{if self.timeout_seconds <= 0}
    n5[raise ValueError('timeout_seconds must be...]
    n6[]
    n7{if self.max_retries < 0}
    n8[raise ValueError('max_retries must be non...]
    n9[]
    n10{if self.concurrent_limit <= 0}
    n11[raise ValueError('concurrent_limit must b...]
    n12[]
    n13{if self.time_delay_threshold <= 0}
    n14[raise ValueError('time_delay_threshold mu...]
    n15[]
    n16{if not 0 <= self.boolean_diff_...}
    n17[raise ValueError('boolean_diff_threshold ...]
    n18[]
    n19{if not 0 <= self.min_confidenc...}
    n20[raise ValueError('min_confidence_score mu...]
    n21[]
    n22{if self.max_payload_length <= 0}
    n23[raise ValueError('max_payload_length must...]
    n24[]
    n25[valid_engines = {'error', &a...]
    n26{for engine in self.engines}
    n27{if engine not in valid_engines}
    n28[raise ValueError(f'Unknown engine: {...]
    n29[]
    n30[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n30
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n26
    n30 --> n2
1125. aiva func sqli config Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 檢測配置管理\n統一的配置類別和驗證邏輯\n'] n4[from __future__ import annotations] n5[from dataclasses import dataclass, field] n6[from typing import Any] n7[class SqliConfig(...)] n8[SqliEngineConfig = SqliConfig] n9[SqliDetectionConfig = SqliConfig] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 檢測配置管理\n統一的配置類別和驗證邏輯\n']
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass, field]
    n6[from typing import Any]
    n7[class SqliConfig(...)]
    n8[SqliEngineConfig = SqliConfig]
    n9[SqliDetectionConfig = SqliConfig]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1126. aiva func sqli detection models Function str
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return f'[{self.engine_name} ...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return f'[{self.engine_name}&#9...]
    n1 --> n3
    n3 --> n2
1127. aiva func sqli detection models Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 檢測結果模型\n統一的檢測結果和錯誤模型，與實際引擎使用保持一致\n&am...] n4[from __future__ import annotations] n5[from dataclasses import dataclass] n6[from services.aiva_common.schemas import FindingEv...] n7[class DetectionResult(...)] n8[class DetectionError(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 檢測結果模型\n統一的檢測結果和錯誤模型，與實際引擎使用保持一致\n&am...]
    n4[from __future__ import annotations]
    n5[from dataclasses import dataclass]
    n6[from services.aiva_common.schemas import FindingEv...]
    n7[class DetectionResult(...)]
    n8[class DetectionError(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1128. aiva func sqli engines init Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQL注入檢測引擎模塊\n'] n4[from .boolean_detection_engine import BooleanDetec...] n5[from .error_detection_engine import ErrorDetection...] n6[from .oob_detection_engine import OOBDetectionEngi...] n7[from .time_detection_engine import TimeDetectionEn...] n8[from .union_detection_engine import UnionDetection...] n9[__all__ = ['ErrorDetectionEngi...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQL注入檢測引擎模塊\n']
    n4[from .boolean_detection_engine import BooleanDetec...]
    n5[from .error_detection_engine import ErrorDetection...]
    n6[from .oob_detection_engine import OOBDetectionEngi...]
    n7[from .time_detection_engine import TimeDetectionEn...]
    n8[from .union_detection_engine import UnionDetection...]
    n9[__all__ = ['ErrorDetectionEngi...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1129. aiva func sqli engines boolean detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.boolean_payloads = [("'...] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.boolean_payloads = [("'...]
    n1 --> n3
    n3 --> n2
1130. aiva func sqli engines boolean detection engine Function analyze boolean responses
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析布林回應以檢測SQL注入'] n4{if true_response.status_code !...} n5[return True] n6[] n7[true_len = len(true_response.te...] n8[false_len = len(false_response.t...] n9[baseline_len = len(baseline.text or...] n10{if abs(true_len - false_len) > 50} n11[return True] n12[] n13{if baseline_len > 0} n14[true_diff = abs(true_len - basel...] n15[false_diff = abs(false_len - base...] n16{if abs(true_diff - false_diff)...} n17[return True] n18[] n19[] n20[true_time = getattr(true_respons...] n21[false_time = getattr(false_respon...] n22{if true_time and false_time} n23[time_diff = abs(true_time.total_...] n24{if time_diff > 2.0} n25[return True] n26[] n27[] n28[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n19 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n27 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析布林回應以檢測SQL注入']
    n4{if true_response.status_code !...}
    n5[return True]
    n6[]
    n7[true_len = len(true_response.te...]
    n8[false_len = len(false_response.t...]
    n9[baseline_len = len(baseline.text or...]
    n10{if abs(true_len - false_len) > 50}
    n11[return True]
    n12[]
    n13{if baseline_len > 0}
    n14[true_diff = abs(true_len - basel...]
    n15[false_diff = abs(false_len - base...]
    n16{if abs(true_diff - false_diff)...}
    n17[return True]
    n18[]
    n19[]
    n20[true_time = getattr(true_respons...]
    n21[false_time = getattr(false_respon...]
    n22{if true_time and false_time}
    n23[time_diff = abs(true_time.total_...]
    n24{if time_diff > 2.0}
    n25[return True]
    n26[]
    n27[]
    n28[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n19
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n27
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n2
1131. aiva func sqli engines boolean detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[vulnerability = Vulnerability(name=V...] n7[evidence = FindingEvidence(payl...] n8[impact = FindingImpact(descri...] n9[recommendation = FindingRecommendatio...] n10[target = FindingTarget(url=st...] n11[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[vulnerability = Vulnerability(name=V...]
    n7[evidence = FindingEvidence(payl...]
    n8[impact = FindingImpact(descri...]
    n9[recommendation = FindingRecommendatio...]
    n10[target = FindingTarget(url=st...]
    n11[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
1132. aiva func sqli engines boolean detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n布林檢測引擎 - 基於布林邏輯的SQL注入檢測\n'] n4[from __future__ import annotations] n5[import asyncio] n6[from typing import cast] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[from services.aiva_common.utils import get_logger] n10[from ..detection_models import DetectionResult] n11[from ..payload_wrapper_encoder import PayloadWrapp...] n12[logger = get_logger(__name__)] n13[class BooleanDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n布林檢測引擎 - 基於布林邏輯的SQL注入檢測\n']
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from typing import cast]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[from services.aiva_common.utils import get_logger]
    n10[from ..detection_models import DetectionResult]
    n11[from ..payload_wrapper_encoder import PayloadWrapp...]
    n12[logger = get_logger(__name__)]
    n13[class BooleanDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1133. aiva func sqli engines error detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.error_patterns = {'mysql&#3...] n4[self.error_payloads = ["'&qu...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.error_patterns = {'mysql&#3...]
    n4[self.error_payloads = ["'&qu...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1134. aiva func sqli engines error detection engine Function analyze error response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['分析回應中的SQL錯誤'] n4{for (db_type, patterns) in self.error_patter...} n5{for pattern in patterns} n6{if re.search(pattern, response...} n7[return (db_type, True)] n8[] n9[] n10[] n11[return ('unknown', False)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n10 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n4 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['分析回應中的SQL錯誤']
    n4{for (db_type, patterns) in self.error_patter...}
    n5{for pattern in patterns}
    n6{if re.search(pattern, response...}
    n7[return (db_type, True)]
    n8[]
    n9[]
    n10[]
    n11[return ('unknown', False)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n10
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n4
    n10 --> n11
    n11 --> n2
1135. aiva func sqli engines error detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[vulnerability = Vulnerability(name=V...] n7[evidence = FindingEvidence(payl...] n8[impact = FindingImpact(descri...] n9[recommendation = FindingRecommendatio...] n10[target = FindingTarget(url=st...] n11[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[vulnerability = Vulnerability(name=V...]
    n7[evidence = FindingEvidence(payl...]
    n8[impact = FindingImpact(descri...]
    n9[recommendation = FindingRecommendatio...]
    n10[target = FindingTarget(url=st...]
    n11[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
1136. aiva func sqli engines error detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n錯誤檢測引擎 - 重構後的模組化版本\n'] n4[from __future__ import annotations] n5[import re] n6[import httpx] n7[from services.aiva_common.schemas import FunctionT...] n8[from services.aiva_common.utils import get_logger] n9[from ..detection_models import DetectionResult] n10[from ..payload_wrapper_encoder import PayloadWrapp...] n11[logger = get_logger(__name__)] n12[class ErrorDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n錯誤檢測引擎 - 重構後的模組化版本\n']
    n4[from __future__ import annotations]
    n5[import re]
    n6[import httpx]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[from services.aiva_common.utils import get_logger]
    n9[from ..detection_models import DetectionResult]
    n10[from ..payload_wrapper_encoder import PayloadWrapp...]
    n11[logger = get_logger(__name__)]
    n12[class ErrorDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
1137. aiva func sqli engines oob detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.oast_domain = oast_domain] n4[self.oob_payloads = {'mysql'...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.oast_domain = oast_domain]
    n4[self.oob_payloads = {'mysql'...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1138. aiva func sqli engines oob detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[vulnerability = Vulnerability(name=V...] n7[evidence = FindingEvidence(requ...] n8[impact = FindingImpact(busine...] n9[recommendation = FindingRecommendatio...] n10[target = FindingTarget(url=st...] n11[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[vulnerability = Vulnerability(name=V...]
    n7[evidence = FindingEvidence(requ...]
    n8[impact = FindingImpact(busine...]
    n9[recommendation = FindingRecommendatio...]
    n10[target = FindingTarget(url=st...]
    n11[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
1139. aiva func sqli engines oob detection engine Function check oob response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查回應中的OOB指示器'] n4[response_text = response.text or ''] n5{if subdomain in response_text} n6[return True] n7[] n8[network_error_patterns = ['could not conn...] n9{for pattern in network_error_pat...} n10{if re.search(pattern, response...} n11[return True] n12[] n13[] n14[oob_error_patterns = ['xp_dirtree&...] n15{for pattern in oob_error_patterns} n16{if re.search(pattern, response...} n17[return True] n18[] n19[] n20[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n13 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n9 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n19 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n15 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查回應中的OOB指示器']
    n4[response_text = response.text or '']
    n5{if subdomain in response_text}
    n6[return True]
    n7[]
    n8[network_error_patterns = ['could not conn...]
    n9{for pattern in network_error_pat...}
    n10{if re.search(pattern, response...}
    n11[return True]
    n12[]
    n13[]
    n14[oob_error_patterns = ['xp_dirtree&&#3...]
    n15{for pattern in oob_error_patterns}
    n16{if re.search(pattern, response...}
    n17[return True]
    n18[]
    n19[]
    n20[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n13
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n9
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n19
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n15
    n19 --> n20
    n20 --> n2
1140. aiva func sqli engines oob detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nOut-of-Band (OOB) 檢測引擎 - 基於外帶通道的SQ...] n4[from __future__ import annotations] n5[import re] n6[import uuid] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[from services.aiva_common.utils import get_logger] n10[from ..detection_models import DetectionResult] n11[from ..payload_wrapper_encoder import PayloadWrapp...] n12[logger = get_logger(__name__)] n13[class OOBDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nOut-of-Band (OOB) 檢測引擎 - 基於外帶通道的SQ...]
    n4[from __future__ import annotations]
    n5[import re]
    n6[import uuid]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[from services.aiva_common.utils import get_logger]
    n10[from ..detection_models import DetectionResult]
    n11[from ..payload_wrapper_encoder import PayloadWrapp...]
    n12[logger = get_logger(__name__)]
    n13[class OOBDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1141. aiva func sqli engines time detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.time_payloads = {'mysql&#39...] n4[self.delay_threshold = 3.0] n5[self.max_baseline_time = 2.0] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.time_payloads = {'mysql&#39...]
    n4[self.delay_threshold = 3.0]
    n5[self.max_baseline_time = 2.0]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1142. aiva func sqli engines time detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[delay = payload_time - basel...] n7[confidence = min(0.9, delay / 5.0...] n8[vulnerability = Vulnerability(name=V...] n9[evidence = FindingEvidence(payl...] n10[impact = FindingImpact(descri...] n11[recommendation = FindingRecommendatio...] n12[target = FindingTarget(url=ta...] n13[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[delay = payload_time - basel...]
    n7[confidence = min(0.9, delay / 5.0...]
    n8[vulnerability = Vulnerability(name=V...]
    n9[evidence = FindingEvidence(payl...]
    n10[impact = FindingImpact(descri...]
    n11[recommendation = FindingRecommendatio...]
    n12[target = FindingTarget(url=ta...]
    n13[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1143. aiva func sqli engines time detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n時間檢測引擎 - 基於時間延遲的SQL注入檢測\n'] n4[from __future__ import annotations] n5[import asyncio] n6[import time] n7[import httpx] n8[from services.aiva_common.schemas import FunctionT...] n9[from services.aiva_common.utils import get_logger] n10[from ..detection_models import DetectionResult] n11[from ..payload_wrapper_encoder import PayloadWrapp...] n12[logger = get_logger(__name__)] n13[class TimeDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n時間檢測引擎 - 基於時間延遲的SQL注入檢測\n']
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[import time]
    n7[import httpx]
    n8[from services.aiva_common.schemas import FunctionT...]
    n9[from services.aiva_common.utils import get_logger]
    n10[from ..detection_models import DetectionResult]
    n11[from ..payload_wrapper_encoder import PayloadWrapp...]
    n12[logger = get_logger(__name__)]
    n13[class TimeDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1144. aiva func sqli engines union detection engine Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.union_payloads = ["' UNION ...] n4[self.union_indicators = ['mysql.*version&...] n5[self.column_count_errors = ['The used SEL...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.union_payloads = ["' UNION ...]
    n4[self.union_indicators = ['mysql.*version&...]
    n5[self.column_count_errors = ['The used SEL...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1145. aiva func sqli engines union detection engine Function build detection result
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測結果'] n4[from services.aiva_common.enums import Confidence,...] n5[from services.aiva_common.schemas import FindingEv...] n6[confidence_map = {'union_success&...] n7[confidence_score = confidence_map.get(d...] n8[vulnerability = Vulnerability(name=V...] n9[evidence_desc = f"UNION payload '...] n10{if detection_type == 'union_su...} n11[evidence_desc += 'successfully executed and r...] n12{if detection_type == 'column_c...} n13[evidence_desc += 'triggered column count mism...] n14{if detection_type == 'content_...} n15[evidence_desc += 'caused significant content ...] n16[] n17[] n18[] n19[evidence = FindingEvidence(requ...] n20[impact = FindingImpact(busine...] n21[recommendation = FindingRecommendatio...] n22[target = FindingTarget(url=st...] n23[return DetectionResult(is_vulnerable=...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n18 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n17 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測結果']
    n4[from services.aiva_common.enums import Confidence,...]
    n5[from services.aiva_common.schemas import FindingEv...]
    n6[confidence_map = {'union_success&&#3...]
    n7[confidence_score = confidence_map.get(d...]
    n8[vulnerability = Vulnerability(name=V...]
    n9[evidence_desc = f"UNION payload '&#1...]
    n10{if detection_type == 'union_su...}
    n11[evidence_desc += 'successfully executed and r...]
    n12{if detection_type == 'column_c...}
    n13[evidence_desc += 'triggered column count mism...]
    n14{if detection_type == 'content_...}
    n15[evidence_desc += 'caused significant content ...]
    n16[]
    n17[]
    n18[]
    n19[evidence = FindingEvidence(requ...]
    n20[impact = FindingImpact(busine...]
    n21[recommendation = FindingRecommendatio...]
    n22[target = FindingTarget(url=st...]
    n23[return DetectionResult(is_vulnerable=...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n18
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n17
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n2
1146. aiva func sqli engines union detection engine Function check column count error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查欄位數量錯誤（表示UNION語法有效）'] n4{for pattern in self.column_count...} n5{if re.search(pattern, content,...} n6[return True] n7[] n8[] n9[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n4 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查欄位數量錯誤（表示UNION語法有效）']
    n4{for pattern in self.column_count...}
    n5{if re.search(pattern, content,...}
    n6[return True]
    n7[]
    n8[]
    n9[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n4
    n8 --> n9
    n9 --> n2
1147. aiva func sqli engines union detection engine Function check content change
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查內容變化（可能表示UNION成功）'] n4[baseline_len = len(baseline)] n5[response_len = len(response)] n6{if baseline_len > 0} n7[length_diff = abs(response_len - b...] n8{if length_diff > 0.2} n9[return True] n10[] n11[] n12[baseline_numbers = set(re.findall('\\...] n13[response_numbers = set(re.findall('\\...] n14[new_numbers = response_numbers - b...] n15{if len(new_numbers) >= 2} n16[sorted_numbers = sorted([int(n) for n...] n17{if len(sorted_numbers) >= 2} n18{for i in range(len(sorted_...} n19{if sorted_numbers[i + 1] - sor...} n20[return True] n21[] n22[] n23[] n24[] n25[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n24 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n23 n18 -->|Yes| n19 n18 -->|No| n22 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n18 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查內容變化（可能表示UNION成功）']
    n4[baseline_len = len(baseline)]
    n5[response_len = len(response)]
    n6{if baseline_len > 0}
    n7[length_diff = abs(response_len - b...]
    n8{if length_diff > 0.2}
    n9[return True]
    n10[]
    n11[]
    n12[baseline_numbers = set(re.findall('\\...]
    n13[response_numbers = set(re.findall('\\...]
    n14[new_numbers = response_numbers - b...]
    n15{if len(new_numbers) >= 2}
    n16[sorted_numbers = sorted([int(n) for n...]
    n17{if len(sorted_numbers) >= 2}
    n18{for i in range(len(sorted_...}
    n19{if sorted_numbers[i + 1] - sor...}
    n20[return True]
    n21[]
    n22[]
    n23[]
    n24[]
    n25[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n24
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n23
    n18 -->|Yes| n19
    n18 -->|No| n22
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n18
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n2
1148. aiva func sqli engines union detection engine Function check union success
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢查UNION查詢是否成功'] n4[content_lower = content.lower()] n5{for pattern in self.union_indica...} n6{if re.search(pattern, content_...} n7[return True] n8[] n9[] n10[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢查UNION查詢是否成功']
    n4[content_lower = content.lower()]
    n5{for pattern in self.union_indica...}
    n6{if re.search(pattern, content_...}
    n7[return True]
    n8[]
    n9[]
    n10[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n2
1149. aiva func sqli engines union detection engine Function get detection type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['確定檢測類型'] n4{if union_success} n5[return 'union_success'] n6{if column_error} n7[return 'column_count_error'] n8{if content_change} n9[return 'content_change'] n10[return 'unknown'] n11[] n12[] n13[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n13 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n12 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['確定檢測類型']
    n4{if union_success}
    n5[return 'union_success']
    n6{if column_error}
    n7[return 'column_count_error']
    n8{if content_change}
    n9[return 'content_change']
    n10[return 'unknown']
    n11[]
    n12[]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n13
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n12
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1150. aiva func sqli engines union detection engine Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n聯合檢測引擎 - 基於UNION查詢的SQL注入檢測\n'] n4[from __future__ import annotations] n5[import re] n6[import httpx] n7[from services.aiva_common.schemas import FunctionT...] n8[from services.aiva_common.utils import get_logger] n9[from ..detection_models import DetectionResult] n10[from ..payload_wrapper_encoder import PayloadWrapp...] n11[logger = get_logger(__name__)] n12[class UnionDetectionEngine(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n聯合檢測引擎 - 基於UNION查詢的SQL注入檢測\n']
    n4[from __future__ import annotations]
    n5[import re]
    n6[import httpx]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[from services.aiva_common.utils import get_logger]
    n9[from ..detection_models import DetectionResult]
    n10[from ..payload_wrapper_encoder import PayloadWrapp...]
    n11[logger = get_logger(__name__)]
    n12[class UnionDetectionEngine(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n2
1151. aiva func sqli exceptions Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.result_data = result_data] n4[super().__init__(f'Detection resu...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.result_data = result_data]
    n4[super().__init__(f'Detection resu...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1152. aiva func sqli exceptions Function str
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[parts = [super(SqliError, se...] n4{if self.url} n5[parts.append(f'(URL: {self.url&#...] n6[] n7{if self.status_code} n8[parts.append(f'(Status: {self.st...] n9[] n10[return ' '.join(parts)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[parts = [super(SqliError, se...]
    n4{if self.url}
    n5[parts.append(f'(URL: {self.url&#...]
    n6[]
    n7{if self.status_code}
    n8[parts.append(f'(Status: {self.st...]
    n9[]
    n10[return ' '.join(parts)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n2
1153. aiva func sqli exceptions Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 檢測專用異常類別\n提供具體的錯誤類型和詳細的錯誤信息\n&...] n4[from __future__ import annotations] n5[class SqliError(...)] n6[class EngineExecutionError(...)] n7[class PayloadGenerationError(...)] n8[class ConfigurationError(...)] n9[class NetworkError(...)] n10[class TimeoutError(...)] n11[class ValidationError(...)] n12[class DetectionResultError(...)] n13[SqliDetectionError = SqliError] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 檢測專用異常類別\n提供具體的錯誤類型和詳細的錯誤信息\n&&#3...]
    n4[from __future__ import annotations]
    n5[class SqliError(...)]
    n6[class EngineExecutionError(...)]
    n7[class PayloadGenerationError(...)]
    n8[class ConfigurationError(...)]
    n9[class NetworkError(...)]
    n10[class TimeoutError(...)]
    n11[class ValidationError(...)]
    n12[class DetectionResultError(...)]
    n13[SqliDetectionError = SqliError]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1154. aiva func sqli payload wrapper encoder Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._task = task] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._task = task]
    n1 --> n3
    n3 --> n2
1155. aiva func sqli payload wrapper encoder Function inject query
flowchart function
flowchart TB n1([開始]) n2([結束]) n3{if not parameter} n4[return url] n5[] n6[parts = list(urlparse(url))] n7[query_pairs = dict(parse_qsl(parts...] n8[query_pairs[parameter] = value] n9[parts[4] = urlencode(query_pair...] n10[return urlunparse(parts)] n1 --> n3 n3 -->|Yes| n4 n3 -->|No| n5 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3{if not parameter}
    n4[return url]
    n5[]
    n6[parts = list(urlparse(url))]
    n7[query_pairs = dict(parse_qsl(parts...]
    n8[query_pairs[parameter] = value]
    n9[parts[4] = urlencode(query_pair...]
    n10[return urlunparse(parts)]
    n1 --> n3
    n3 -->|Yes| n4
    n3 -->|No| n5
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1156. aiva func sqli payload wrapper encoder Function build request dump
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lines = [f'{self.method} {...] n4{if 'headers' in self.request_k...} n5{for (key, value) in self.request_kwar...} n6[lines.append(f'{key}: {val...] n7[] n8[] n9[body_parts = []] n10{if 'params' in self.request_kw...} n11[body_parts.append(f"params={self.reques...] n12[] n13{if 'data' in self.request_kwargs} n14[body_parts.append(f"data={self.request_...] n15[] n16{if 'json' in self.request_kwargs} n17[body_parts.append(f"json={self.request_...] n18[] n19{if 'content' in self.request_k...} n20[body_parts.append(f"content={self.reque...] n21[] n22{if body_parts} n23[lines.append('\n'.join(bo...] n24[] n25[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n5 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lines = [f'{self.method} {...]
    n4{if 'headers' in self.request_k...}
    n5{for (key, value) in self.request_kwar...}
    n6[lines.append(f'{key}: {val...]
    n7[]
    n8[]
    n9[body_parts = []]
    n10{if 'params' in self.request_kw...}
    n11[body_parts.append(f"params={self.reques...]
    n12[]
    n13{if 'data' in self.request_kwargs}
    n14[body_parts.append(f"data={self.request_...]
    n15[]
    n16{if 'json' in self.request_kwargs}
    n17[body_parts.append(f"json={self.request_...]
    n18[]
    n19{if 'content' in self.request_k...}
    n20[body_parts.append(f"content={self.reque...]
    n21[]
    n22{if body_parts}
    n23[lines.append('\n'.join(bo...]
    n24[]
    n25[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n5
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n2
1157. aiva func sqli payload wrapper encoder Function encode
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將 payload 編碼為目標請求格式'] n4[target = self._task.target] n5[method = target.method.upper(...] n6[headers = dict(target.headers)] n7[cookies = dict(target.cookies)] n8[location = (target.parameter_lo...] n9[parameter = target.parameter] n10[request_kwargs: dict[str, Any] = {&#...] n11{if location == 'query'} n12[base_params = dict(parse_qsl(urlpa...] n13{if parameter} n14[base_params[parameter] = payload] n15[] n16[request_kwargs['params'] ...] n17[url = str(target.url)] n18{if location == 'form' and meth...} n19[data = dict(target.form_dat...] n20{if parameter} n21[data[parameter] = payload] n22[] n23[request_kwargs['data'] = ...] n24[url = str(target.url)] n25{if location == 'json' and meth...} n26[json_payload = dict(target.json_dat...] n27{if parameter} n28[json_payload[parameter] = payload] n29[] n30[request_kwargs['json'] = ...] n31[request_kwargs.setdefault('headers&&#...] n32[url = str(target.url)] n33{if location == 'body'} n34[body = target.body or ''] n35[request_kwargs['content']...] n36[url = str(target.url)] n37[url = self._inject_query(s...] n38[] n39[] n40[] n41[] n42[request_kwargs = {k: v for k, v in re...] n43[return EncodedPayload(url=url, method...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n18 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n41 n18 -->|Yes| n19 n18 -->|No| n25 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n40 n25 -->|Yes| n26 n25 -->|No| n33 n26 --> n27 n27 -->|Yes| n28 n27 -->|No| n29 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n32 n32 --> n39 n33 -->|Yes| n34 n33 -->|No| n37 n34 --> n35 n35 --> n36 n36 --> n38 n37 --> n38 n38 --> n39 n39 --> n40 n40 --> n41 n41 --> n42 n42 --> n43 n43 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將 payload 編碼為目標請求格式']
    n4[target = self._task.target]
    n5[method = target.method.upper(...]
    n6[headers = dict(target.headers)]
    n7[cookies = dict(target.cookies)]
    n8[location = (target.parameter_lo...]
    n9[parameter = target.parameter]
    n10[request_kwargs: dict[str, Any] = {&#...]
    n11{if location == 'query'}
    n12[base_params = dict(parse_qsl(urlpa...]
    n13{if parameter}
    n14[base_params[parameter] = payload]
    n15[]
    n16[request_kwargs['params'] ...]
    n17[url = str(target.url)]
    n18{if location == 'form' and meth...}
    n19[data = dict(target.form_dat...]
    n20{if parameter}
    n21[data[parameter] = payload]
    n22[]
    n23[request_kwargs['data'] = ...]
    n24[url = str(target.url)]
    n25{if location == 'json' and meth...}
    n26[json_payload = dict(target.json_dat...]
    n27{if parameter}
    n28[json_payload[parameter] = payload]
    n29[]
    n30[request_kwargs['json'] = ...]
    n31[request_kwargs.setdefault('headers&&#...]
    n32[url = str(target.url)]
    n33{if location == 'body'}
    n34[body = target.body or '']
    n35[request_kwargs['content']...]
    n36[url = str(target.url)]
    n37[url = self._inject_query(s...]
    n38[]
    n39[]
    n40[]
    n41[]
    n42[request_kwargs = {k: v for k, v in re...]
    n43[return EncodedPayload(url=url, method...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n18
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n41
    n18 -->|Yes| n19
    n18 -->|No| n25
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n40
    n25 -->|Yes| n26
    n25 -->|No| n33
    n26 --> n27
    n27 -->|Yes| n28
    n27 -->|No| n29
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n32
    n32 --> n39
    n33 -->|Yes| n34
    n33 -->|No| n37
    n34 --> n35
    n35 --> n36
    n36 --> n38
    n37 --> n38
    n38 --> n39
    n39 --> n40
    n40 --> n41
    n41 --> n42
    n42 --> n43
    n43 --> n2
1158. aiva func sqli payload wrapper encoder Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[from dataclasses import dataclass] n5[from typing import Any] n6[from urllib.parse import parse_qsl, urlencode, url...] n7[from services.aiva_common.schemas import FunctionT...] n8[class EncodedPayload(...)] n9[class PayloadWrapperEncoder(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[from dataclasses import dataclass]
    n5[from typing import Any]
    n6[from urllib.parse import parse_qsl, urlencode, url...]
    n7[from services.aiva_common.schemas import FunctionT...]
    n8[class EncodedPayload(...)]
    n9[class PayloadWrapperEncoder(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1159. aiva func sqli result binder publisher Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._broker = broker] n4[self._worker_id = worker_id or f'sqli-...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._broker = broker]
    n4[self._worker_id = worker_id or f'sqli-...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1160. aiva func sqli result binder publisher Function worker id
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[return self._worker_id] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[return self._worker_id]
    n1 --> n3
    n3 --> n2
1161. aiva func sqli result binder publisher Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import json] n5[from typing import Any] n6[import uuid] n7[from services.aiva_common.enums import ModuleName,...] n8[from services.aiva_common.mq import AbstractBroker] n9[from services.aiva_common.schemas import AivaMessa...] n10[from services.aiva_common.utils import new_id] n11[class SqliResultBinderPublisher(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import json]
    n5[from typing import Any]
    n6[import uuid]
    n7[from services.aiva_common.enums import ModuleName,...]
    n8[from services.aiva_common.mq import AbstractBroker]
    n9[from services.aiva_common.schemas import AivaMessa...]
    n10[from services.aiva_common.utils import new_id]
    n11[class SqliResultBinderPublisher(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
1162. aiva func sqli schemas Function str
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['字符串表示'] n4[payload_preview = self.payload[:50] + ...] n5[return f'[{self.engine_name} ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['字符串表示']
    n4[payload_preview = self.payload[:50] + ...]
    n5[return f'[{self.engine_name}&#9...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1163. aiva func sqli schemas Function build request dump
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建請求轉儲字符串 - 用於日誌和證據'] n4[lines = [f'{self.method} {...] n5{if 'headers' in self.request_k...} n6{for (key, value) in self.request_kwar...} n7[lines.append(f'{key}: {val...] n8[] n9[] n10[body_parts = []] n11{if 'params' in self.request_kw...} n12[body_parts.append(f"params={self.reques...] n13[] n14{if 'data' in self.request_kwargs} n15[body_parts.append(f"data={self.request_...] n16[] n17{if 'json' in self.request_kwargs} n18[body_parts.append(f"json={self.request_...] n19[] n20{if 'content' in self.request_k...} n21[body_parts.append(f"content={self.reque...] n22[] n23{if body_parts} n24[lines.append('\n'.join(bo...] n25[] n26[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n6 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n22 n21 --> n22 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建請求轉儲字符串 - 用於日誌和證據']
    n4[lines = [f'{self.method} {...]
    n5{if 'headers' in self.request_k...}
    n6{for (key, value) in self.request_kwar...}
    n7[lines.append(f'{key}: {val...]
    n8[]
    n9[]
    n10[body_parts = []]
    n11{if 'params' in self.request_kw...}
    n12[body_parts.append(f"params={self.reques...]
    n13[]
    n14{if 'data' in self.request_kwargs}
    n15[body_parts.append(f"data={self.request_...]
    n16[]
    n17{if 'json' in self.request_kwargs}
    n18[body_parts.append(f"json={self.request_...]
    n19[]
    n20{if 'content' in self.request_k...}
    n21[body_parts.append(f"content={self.reque...]
    n22[]
    n23{if body_parts}
    n24[lines.append('\n'.join(bo...]
    n25[]
    n26[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n6
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n22
    n21 --> n22
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n26
    n26 --> n2
1164. aiva func sqli schemas Function record detection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄檢測結果'] n4[self.detections += 1] n5{if method == 'error'} n6[self.error_based_detections += 1] n7{if method == 'boolean'} n8[self.blind_detections += 1] n9{if method == 'time'} n10[self.time_based_detections += 1] n11{if method == 'union'} n12[self.union_based_detections += 1] n13{if method == 'oob'} n14[self.oob_detections += 1] n15[] n16[] n17[] n18[] n19[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n19 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n18 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n17 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄檢測結果']
    n4[self.detections += 1]
    n5{if method == 'error'}
    n6[self.error_based_detections += 1]
    n7{if method == 'boolean'}
    n8[self.blind_detections += 1]
    n9{if method == 'time'}
    n10[self.time_based_detections += 1]
    n11{if method == 'union'}
    n12[self.union_based_detections += 1]
    n13{if method == 'oob'}
    n14[self.oob_detections += 1]
    n15[]
    n16[]
    n17[]
    n18[]
    n19[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n19
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n18
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n17
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
1165. aiva func sqli schemas Function record engine execution
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄引擎執行'] n4{if engine_name not in self.eng...} n5[self.engines_run.append(engine_name)] n6[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄引擎執行']
    n4{if engine_name not in self.eng...}
    n5[self.engines_run.append(engine_name)]
    n6[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n2
1166. aiva func sqli schemas Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤訊息'] n4[self.errors.append(error_message)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤訊息']
    n4[self.errors.append(error_message)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1167. aiva func sqli schemas Function record payload sent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄載荷發送'] n4[self.payloads_sent += 1] n5[self.attempts += 1] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄載荷發送']
    n4[self.payloads_sent += 1]
    n5[self.attempts += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1168. aiva func sqli schemas Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細報告格式（覆蓋父類方法以添加 SQLi 特定信息）'] n4[details = super().to_details(f...] n5[details.update({'engines_run&...] n6[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細報告格式（覆蓋父類方法以添加 SQLi 特定信息）']
    n4[details = super().to_details(f...]
    n5[details.update({'engines_run&&#3...]
    n6[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1169. aiva func sqli schemas Function validate detection method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證檢測方法'] n4[allowed = {'error', &...] n5{if v not in allowed} n6[raise ValueError(f'Invalid detection_meth...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證檢測方法']
    n4[allowed = {'error', &&#3...]
    n5{if v not in allowed}
    n6[raise ValueError(f'Invalid detection_meth...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1170. aiva func sqli schemas Function validate method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 方法'] n4[allowed = {'GET', &#...] n5{if v.upper() not in allowed} n6[raise ValueError(f'Invalid HTTP method: &...] n7[] n8[return v.upper()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 方法']
    n4[allowed = {'GET', &#...]
    n5{if v.upper() not in allowed}
    n6[raise ValueError(f'Invalid HTTP method: &...]
    n7[]
    n8[return v.upper()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1171. aiva func sqli schemas Function validate timeout
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證超時設置'] n4{if 'time_threshold_seconds' in...} n5[raise ValueError('timeout_seconds must be...] n6[] n7[return v] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證超時設置']
    n4{if 'time_threshold_seconds' in...}
    n5[raise ValueError('timeout_seconds must be...]
    n6[]
    n7[return v]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1172. aiva func sqli schemas Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 模組專用數據合約\n定義 SQLi 檢測相關的所有數據結構，基於 Pyda...] n4[from __future__ import annotations] n5[from typing import Any] n6[from pydantic import BaseModel, Field, field_valid...] n7[from services.aiva_common.schemas import FindingEv...] n8[class SqliDetectionResult(...)] n9[class SqliTelemetry(...)] n10[class SqliEngineConfig(...)] n11[class EncodedPayload(...)] n12[class SqliDetectionContext(...)] n13[class DetectionError(...)] n14[DetectionResult = SqliDetectionResult] n15[SqliExecutionTelemetry = SqliTelemetry] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 模組專用數據合約\n定義 SQLi 檢測相關的所有數據結構，基於 Pyda...]
    n4[from __future__ import annotations]
    n5[from typing import Any]
    n6[from pydantic import BaseModel, Field, field_valid...]
    n7[from services.aiva_common.schemas import FindingEv...]
    n8[class SqliDetectionResult(...)]
    n9[class SqliTelemetry(...)]
    n10[class SqliEngineConfig(...)]
    n11[class EncodedPayload(...)]
    n12[class SqliDetectionContext(...)]
    n13[class DetectionError(...)]
    n14[DetectionResult = SqliDetectionResult]
    n15[SqliExecutionTelemetry = SqliTelemetry]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
1173. aiva func sqli smart detection manager Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n1 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n1 --> n2
1174. aiva func sqli task queue Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self._queue: asyncio.Queue[QueuedTask | None]...] n4[self._closed = False] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self._queue: asyncio.Queue[QueuedTask | None&#93...]
    n4[self._closed = False]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1175. aiva func sqli task queue Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[from __future__ import annotations] n4[import asyncio] n5[from dataclasses import dataclass] n6[from services.aiva_common.schemas import FunctionT...] n7[class QueuedTask(...)] n8[class SqliTaskQueue(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[from __future__ import annotations]
    n4[import asyncio]
    n5[from dataclasses import dataclass]
    n6[from services.aiva_common.schemas import FunctionT...]
    n7[class QueuedTask(...)]
    n8[class SqliTaskQueue(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1176. aiva func sqli telemetry Function add engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄引擎執行（向後兼容別名）'] n4[self.record_engine_execution(engine_name)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄引擎執行（向後兼容別名）']
    n4[self.record_engine_execution(engine_name)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1177. aiva func sqli telemetry Function add error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤訊息（向後兼容別名）'] n4[self.record_error(error_message)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤訊息（向後兼容別名）']
    n4[self.record_error(error_message)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1178. aiva func sqli telemetry Function record detection
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄檢測結果'] n4[self.detections += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄檢測結果']
    n4[self.detections += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1179. aiva func sqli telemetry Function record engine execution
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄引擎執行'] n4[self.engines_run.append(engine_name)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄引擎執行']
    n4[self.engines_run.append(engine_name)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1180. aiva func sqli telemetry Function record error
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄錯誤訊息'] n4[self.errors.append(error_message)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄錯誤訊息']
    n4[self.errors.append(error_message)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1181. aiva func sqli telemetry Function record payload sent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['記錄載荷發送'] n4[self.payloads_sent += 1] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['記錄載荷發送']
    n4[self.payloads_sent += 1]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1182. aiva func sqli telemetry Function to details
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['轉換為詳細的遙測報告格式'] n4[details: dict[str, object] = {'f...] n5{if self.engines_run} n6[details['engines'] = list...] n7[] n8{if self.errors} n9[details['errors'] = self....] n10[] n11[return details] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['轉換為詳細的遙測報告格式']
    n4[details: dict[str, object] = {'f...]
    n5{if self.engines_run}
    n6[details['engines'] = list...]
    n7[]
    n8{if self.errors}
    n9[details['errors'] = self....]
    n10[]
    n11[return details]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n2
1183. aiva func sqli telemetry Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\nSQLi 執行遙測數據模型\n分離遙測邏輯以避免循環導入\n'] n4[from dataclasses import dataclass, field] n5[class SqliExecutionTelemetry(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\nSQLi 執行遙測數據模型\n分離遙測邏輯以避免循環導入\n']
    n4[from dataclasses import dataclass, field]
    n5[class SqliExecutionTelemetry(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1184. aiva func sqli worker Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.orchestrator = orchestrator or Sqli...] n4[self.publisher = publisher] n5[self.config = config or SqliEngine...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.orchestrator = orchestrator or Sqli...]
    n4[self.publisher = publisher]
    n5[self.config = config or SqliEngine...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1185. aiva func sqli worker Function create config from strategy
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據掃描策略動態創建引擎配置\n\n Args:\n ...] n4[strategy_upper = strategy.upper()] n5{if strategy_upper == 'FAST'} n6[return SqliEngineConfig(timeout_secon...] n7{if strategy_upper == 'NORMAL'} n8[return SqliEngineConfig(timeout_secon...] n9{if strategy_upper == 'DEEP'} n10[return SqliEngineConfig(timeout_secon...] n11{if strategy_upper == 'AGGRESSIVE'} n12[return SqliEngineConfig(timeout_secon...] n13[logger.warning(f"Unknown strategy &#...] n14[return SqliEngineConfig()] n15[] n16[] n17[] n18[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n18 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n17 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n16 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據掃描策略動態創建引擎配置\n\n        Args:\n ...]
    n4[strategy_upper = strategy.upper()]
    n5{if strategy_upper == 'FAST'}
    n6[return SqliEngineConfig(timeout_secon...]
    n7{if strategy_upper == 'NORMAL'}
    n8[return SqliEngineConfig(timeout_secon...]
    n9{if strategy_upper == 'DEEP'}
    n10[return SqliEngineConfig(timeout_secon...]
    n11{if strategy_upper == 'AGGRESSIVE'}
    n12[return SqliEngineConfig(timeout_secon...]
    n13[logger.warning(f"Unknown strategy &#...]
    n14[return SqliEngineConfig()]
    n15[]
    n16[]
    n17[]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n18
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n17
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n16
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n2
1186. aiva func sqli worker Function setup default engines
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置預設檢測引擎'] n4{if self.config.enable_error_de...} n5[self.register_engine('error',...] n6[] n7{if self.config.enable_boolean_...} n8[self.register_engine('boolean&#39...] n9[] n10{if self.config.enable_time_det...} n11[self.register_engine('time', ...] n12[] n13{if self.config.enable_union_de...} n14[self.register_engine('union',...] n15[] n16{if self.config.enable_oob_dete...} n17[self.register_engine('oob', O...] n18[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置預設檢測引擎']
    n4{if self.config.enable_error_de...}
    n5[self.register_engine('error',...]
    n6[]
    n7{if self.config.enable_boolean_...}
    n8[self.register_engine('boolean&#39...]
    n9[]
    n10{if self.config.enable_time_det...}
    n11[self.register_engine('time', ...]
    n12[]
    n13{if self.config.enable_union_de...}
    n14[self.register_engine('union',...]
    n15[]
    n16{if self.config.enable_oob_dete...}
    n17[self.register_engine('oob', O...]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n2
1187. aiva func sqli worker Function register engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊檢測引擎'] n4[self._engines[name] = engine] n5[logger.debug(f'Registered detection engin...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊檢測引擎']
    n4[self._engines[name] = engine]
    n5[logger.debug(f'Registered detection engin...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1188. aiva func sqli worker Function unregister engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取消註冊檢測引擎'] n4{if name in self._engines} n5[del self._engines[name]] n6[logger.debug(f'Unregistered detection eng...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取消註冊檢測引擎']
    n4{if name in self._engines}
    n5[del self._engines[name]]
    n6[logger.debug(f'Unregistered detection eng...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
1189. aiva func sqli worker legacy Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.orchestrator = orchestrator or Sqli...] n4[self.publisher = publisher] n5[self.config = config or SqliEngine...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.orchestrator = orchestrator or Sqli...]
    n4[self.publisher = publisher]
    n5[self.config = config or SqliEngine...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1190. aiva func sqli worker legacy Function setup default engines
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['設置預設檢測引擎'] n4{if self.config.enable_error_de...} n5[self.register_engine('error',...] n6[] n7{if self.config.enable_boolean_...} n8[self.register_engine('boolean&#39...] n9[] n10{if self.config.enable_time_det...} n11[self.register_engine('time', ...] n12[] n13{if self.config.enable_union_de...} n14[self.register_engine('union',...] n15[] n16{if self.config.enable_oob_dete...} n17[self.register_engine('oob', O...] n18[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n18 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['設置預設檢測引擎']
    n4{if self.config.enable_error_de...}
    n5[self.register_engine('error',...]
    n6[]
    n7{if self.config.enable_boolean_...}
    n8[self.register_engine('boolean&#39...]
    n9[]
    n10{if self.config.enable_time_det...}
    n11[self.register_engine('time', ...]
    n12[]
    n13{if self.config.enable_union_de...}
    n14[self.register_engine('union',...]
    n15[]
    n16{if self.config.enable_oob_dete...}
    n17[self.register_engine('oob', O...]
    n18[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n18
    n17 --> n18
    n18 --> n2
1191. aiva func sqli worker legacy Function register engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['註冊檢測引擎'] n4[self._engines[name] = engine] n5[logger.debug(f'Registered detection engin...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['註冊檢測引擎']
    n4[self._engines[name] = engine]
    n5[logger.debug(f'Registered detection engin...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1192. aiva func sqli worker legacy Function unregister engine
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['取消註冊檢測引擎'] n4{if name in self._engines} n5[del self._engines[name]] n6[logger.debug(f'Unregistered detection eng...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['取消註冊檢測引擎']
    n4{if name in self._engines}
    n5[del self._engines[name]]
    n6[logger.debug(f'Unregistered detection eng...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
1193. aiva func sqli worker legacy Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...] n4[from __future__ import annotations] n5[import asyncio] n6[from dataclasses import dataclass, field] n7[from typing import Protocol] n8[import httpx] n9[from services.aiva_common.enums import Topic] n10[from services.aiva_common.mq import get_broker] n11[from services.aiva_common.schemas import AivaMessa...] n12[from services.aiva_common.utils import get_logger,...] n13[from .detection_models import DetectionResult] n14[from .engines import BooleanDetectionEngine, Error...] n15[from .result_binder_publisher import SqliResultBin...] n16[from .task_queue import QueuedTask, SqliTaskQueue] n17[from .telemetry import SqliExecutionTelemetry] n18[logger = get_logger(__name__)] n19[DEFAULT_TIMEOUT_SECONDS = 20.0] n20[class DetectionEngineProtocol(...)] n21[class SqliEngineConfig(...)] n22[class SqliDetectionContext(...)] n23[class SqliDetectionOrchestrator(...)] n24[class SqliWorkerService(...)] n25[def run(...)] n26[def _consume_queue(...)] n27[def _execute_task(...)] n28[def process_task(...)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...]
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from dataclasses import dataclass, field]
    n7[from typing import Protocol]
    n8[import httpx]
    n9[from services.aiva_common.enums import Topic]
    n10[from services.aiva_common.mq import get_broker]
    n11[from services.aiva_common.schemas import AivaMessa...]
    n12[from services.aiva_common.utils import get_logger,...]
    n13[from .detection_models import DetectionResult]
    n14[from .engines import BooleanDetectionEngine, Error...]
    n15[from .result_binder_publisher import SqliResultBin...]
    n16[from .task_queue import QueuedTask, SqliTaskQueue]
    n17[from .telemetry import SqliExecutionTelemetry]
    n18[logger = get_logger(__name__)]
    n19[DEFAULT_TIMEOUT_SECONDS = 20.0]
    n20[class DetectionEngineProtocol(...)]
    n21[class SqliEngineConfig(...)]
    n22[class SqliDetectionContext(...)]
    n23[class SqliDetectionOrchestrator(...)]
    n24[class SqliWorkerService(...)]
    n25[def run(...)]
    n26[def _consume_queue(...)]
    n27[def _execute_task(...)]
    n28[def process_task(...)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n2
1194. aiva func sqli worker Module
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...] n4[from __future__ import annotations] n5[import asyncio] n6[from dataclasses import dataclass, field] n7[from typing import Protocol] n8[import httpx] n9[from services.aiva_common.enums import Topic] n10[from services.aiva_common.mq import get_broker] n11[from services.aiva_common.schemas import AivaMessa...] n12[from services.aiva_common.utils import get_logger,...] n13[from .detection_models import DetectionResult] n14[from .engines import BooleanDetectionEngine, Error...] n15[from .result_binder_publisher import SqliResultBin...] n16[from .task_queue import QueuedTask, SqliTaskQueue] n17[from .telemetry import SqliExecutionTelemetry] n18[logger = get_logger(__name__)] n19[DEFAULT_TIMEOUT_SECONDS = 20.0] n20[class DetectionEngineProtocol(...)] n21[class SqliEngineConfig(...)] n22[class SqliContext(...)] n23[class SqliOrchestrator(...)] n24[class SqliWorkerService(...)] n25[def run(...)] n26[def _consume_queue(...)] n27[def _execute_task(...)] n28[def process_task(...)] n29[SqliDetectionContext = SqliContext] n30[SqliDetectionOrchestrator = SqliOrchestrator] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n重構的 SQLi Worker - 實現依賴注入和責任分離\n這是原始 worker...]
    n4[from __future__ import annotations]
    n5[import asyncio]
    n6[from dataclasses import dataclass, field]
    n7[from typing import Protocol]
    n8[import httpx]
    n9[from services.aiva_common.enums import Topic]
    n10[from services.aiva_common.mq import get_broker]
    n11[from services.aiva_common.schemas import AivaMessa...]
    n12[from services.aiva_common.utils import get_logger,...]
    n13[from .detection_models import DetectionResult]
    n14[from .engines import BooleanDetectionEngine, Error...]
    n15[from .result_binder_publisher import SqliResultBin...]
    n16[from .task_queue import QueuedTask, SqliTaskQueue]
    n17[from .telemetry import SqliExecutionTelemetry]
    n18[logger = get_logger(__name__)]
    n19[DEFAULT_TIMEOUT_SECONDS = 20.0]
    n20[class DetectionEngineProtocol(...)]
    n21[class SqliEngineConfig(...)]
    n22[class SqliContext(...)]
    n23[class SqliOrchestrator(...)]
    n24[class SqliWorkerService(...)]
    n25[def run(...)]
    n26[def _consume_queue(...)]
    n27[def _execute_task(...)]
    n28[def process_task(...)]
    n29[SqliDetectionContext = SqliContext]
    n30[SqliDetectionOrchestrator = SqliOrchestrator]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n2
1195. authentication manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.auth = auth] n1 --> n3 n3 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.auth = auth]
    n1 --> n3
    n3 --> n2
1196. config control center Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化配置控制中心\n\n Args:\n ...] n4[self._config = config or ScanModule...] n5[self._config_history: list[ScanModuleConfig] = &#...] n6[self._validate_config()] n7[logger.info('ConfigControlCenter initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化配置控制中心\n\n        Args:\n      ...]
    n4[self._config = config or ScanModule...]
    n5[self._config_history: list[ScanModuleConfig] = &#...]
    n6[self._validate_config()]
    n7[logger.info('ConfigControlCenter initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1197. config control center Function dataclass to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['將 dataclass 轉換為字典'] n4{if not hasattr(obj, '__datacla...} n5[return obj] n6[] n7[result = {}] n8{for field_name in obj.__dataclass_f...} n9[value = getattr(obj, field_n...] n10{if hasattr(value, '__dataclass...} n11[result[field_name] = self._dataclass_to_d...] n12[result[field_name] = value] n13[] n14[] n15[return result] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n14 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n13 n12 --> n13 n13 --> n8 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['將 dataclass 轉換為字典']
    n4{if not hasattr(obj, '__datacla...}
    n5[return obj]
    n6[]
    n7[result = {}]
    n8{for field_name in obj.__dataclass_f...}
    n9[value = getattr(obj, field_n...]
    n10{if hasattr(value, '__dataclass...}
    n11[result[field_name] = self._dataclass_to_d...]
    n12[result[field_name] = value]
    n13[]
    n14[]
    n15[return result]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n14
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n13
    n12 --> n13
    n13 --> n8
    n14 --> n15
    n15 --> n2
1198. config control center Function get aggressive preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['激進模式：深度、全面、高負載'] n4[return ScanModuleConfig(crawling=Craw...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['激進模式：深度、全面、高負載']
    n4[return ScanModuleConfig(crawling=Craw...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1199. config control center Function get balanced preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['平衡模式：默認配置'] n4[return ScanModuleConfig()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['平衡模式：默認配置']
    n4[return ScanModuleConfig()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1200. config control center Function get conservative preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保守模式：快速、安全、低負載'] n4[return ScanModuleConfig(crawling=Craw...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保守模式：快速、安全、低負載']
    n4[return ScanModuleConfig(crawling=Craw...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1201. config control center Function get deep preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['深度模式：深度爬取、全面覆蓋'] n4[return ScanModuleConfig(crawling=Craw...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['深度模式：深度爬取、全面覆蓋']
    n4[return ScanModuleConfig(crawling=Craw...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1202. config control center Function get fast preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['快速模式：高速、淺掃描'] n4[return ScanModuleConfig(crawling=Craw...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['快速模式：高速、淺掃描']
    n4[return ScanModuleConfig(crawling=Craw...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1203. config control center Function get stealth preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['隱秘模式：低速、避免檢測'] n4[return ScanModuleConfig(crawling=Craw...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['隱秘模式：低速、避免檢測']
    n4[return ScanModuleConfig(crawling=Craw...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1204. config control center Function save snapshot
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['保存當前配置快照'] n4[import copy] n5[snapshot = copy.deepcopy(self._...] n6[self._config_history.append(snapshot)] n7{if len(self._config_history) > 10} n8[self._config_history.pop(0)] n9[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['保存當前配置快照']
    n4[import copy]
    n5[snapshot = copy.deepcopy(self._...]
    n6[self._config_history.append(snapshot)]
    n7{if len(self._config_history) > 10}
    n8[self._config_history.pop(0)]
    n9[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n2
1205. config control center Function validate config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證配置有效性'] n4[crawl = self._config.crawlin...] n5[perf = self._config.perform...] n6{if crawl.max_depth < 1} n7[logger.warning('max_depth < 1, set...] n8[crawl.max_depth = 1] n9[] n10{if crawl.max_pages < 1} n11[logger.warning('max_pages < 1, set...] n12[crawl.max_pages = 1] n13[] n14{if perf.max_concurrent_scans < 1} n15[logger.warning('max_concurrent_scans &...] n16[perf.max_concurrent_scans = 1] n17[] n18{if self._config.dynamic.enable...} n19[logger.warning('Dynamic scan enabled but ...] n20[self._config.dynamic.browser_pool_size = 1] n21[] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n13 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n18 n18 -->|Yes| n19 n18 -->|No| n21 n19 --> n20 n20 --> n21 n21 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證配置有效性']
    n4[crawl = self._config.crawlin...]
    n5[perf = self._config.perform...]
    n6{if crawl.max_depth < 1}
    n7[logger.warning('max_depth < 1, set...]
    n8[crawl.max_depth = 1]
    n9[]
    n10{if crawl.max_pages < 1}
    n11[logger.warning('max_pages < 1, set...]
    n12[crawl.max_pages = 1]
    n13[]
    n14{if perf.max_concurrent_scans < 1}
    n15[logger.warning('max_concurrent_scans &amp...]
    n16[perf.max_concurrent_scans = 1]
    n17[]
    n18{if self._config.dynamic.enable...}
    n19[logger.warning('Dynamic scan enabled but ...]
    n20[self._config.dynamic.browser_pool_size = 1]
    n21[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n13
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 -->|Yes| n19
    n18 -->|No| n21
    n19 --> n20
    n20 --> n21
    n21 --> n2
1206. config control center Function apply preset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 應用預設配置模板\n\n Args:\n ...] n4[self._save_snapshot()] n5[presets = {'conservative': s...] n6{if preset_name not in presets} n7[logger.warning(f'Unknown preset: {pr...] n8[return False] n9[] n10[preset_config = presets[preset_name]...] n11[self._config = preset_config] n12[self._validate_config()] n13[logger.info(f'Applied preset: {prese...] n14[return True] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        應用預設配置模板\n\n        Args:\n       ...]
    n4[self._save_snapshot()]
    n5[presets = {'conservative': s...]
    n6{if preset_name not in presets}
    n7[logger.warning(f'Unknown preset: {pr...]
    n8[return False]
    n9[]
    n10[preset_config = presets[preset_name]...]
    n11[self._config = preset_config]
    n12[self._validate_config()]
    n13[logger.info(f'Applied preset: {prese...]
    n14[return True]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
1207. config control center Function export config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['導出配置為字典'] n4[return {'crawling': self._da...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['導出配置為字典']
    n4[return {'crawling': self._da...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1208. config control center Function get config summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取配置摘要（用於日誌輸出）'] n4[crawl = self._config.crawlin...] n5[dynamic = self._config.dynamic] n6[perf = self._config.perform...] n7[lines = ['Configuration Summ...] n8[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取配置摘要（用於日誌輸出）']
    n4[crawl = self._config.crawlin...]
    n5[dynamic = self._config.dynamic]
    n6[perf = self._config.perform...]
    n7[lines = ['Configuration Summ...]
    n8[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1209. config control center Function get config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取完整配置'] n4[return self._config] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取完整配置']
    n4[return self._config]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1210. config control center Function get crawling config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取爬蟲配置'] n4[return self._config.crawling] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取爬蟲配置']
    n4[return self._config.crawling]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1211. config control center Function get dynamic config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取動態掃描配置'] n4[return self._config.dynamic] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取動態掃描配置']
    n4[return self._config.dynamic]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1212. config control center Function get fingerprint config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取指紋識別配置'] n4[return self._config.fingerprint] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取指紋識別配置']
    n4[return self._config.fingerprint]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1213. config control center Function get performance config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取性能配置'] n4[return self._config.performance] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取性能配置']
    n4[return self._config.performance]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1214. config control center Function get reporting config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取報告配置'] n4[return self._config.reporting] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取報告配置']
    n4[return self._config.reporting]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1215. config control center Function get security config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取安全配置'] n4[return self._config.security] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取安全配置']
    n4[return self._config.security]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1216. config control center Function reset to defaults
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['重置為默認配置'] n4[self._save_snapshot()] n5[self._config = ScanModuleConfig()] n6[logger.info('Reset to default configurati...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['重置為默認配置']
    n4[self._save_snapshot()]
    n5[self._config = ScanModuleConfig()]
    n6[logger.info('Reset to default configurati...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1217. config control center Function restore previous config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 恢復到上一個配置快照\n\n Returns:\n ...] n4{if not self._config_history} n5[logger.warning('No previous configuration...] n6[return False] n7[] n8[self._config = self._config_history...] n9[logger.info('Restored previous configurat...] n10[return True] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        恢復到上一個配置快照\n\n        Returns:\n  ...]
    n4{if not self._config_history}
    n5[logger.warning('No previous configuration...]
    n6[return False]
    n7[]
    n8[self._config = self._config_history...]
    n9[logger.info('Restored previous configurat...]
    n10[return True]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1218. config control center Function update crawling config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 更新爬蟲配置\n\n Args:\n ...] n4[self._save_snapshot()] n5{for (key, value) in kwargs.items()} n6{if hasattr(self._config.crawli...} n7[setattr(self._config.crawling, key, value)] n8[logger.debug(f'Updated crawling config: &...] n9[logger.warning(f'Unknown crawling config ...] n10[] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n10 n9 --> n10 n10 --> n5 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        更新爬蟲配置\n\n        Args:\n         ...]
    n4[self._save_snapshot()]
    n5{for (key, value) in kwargs.items()}
    n6{if hasattr(self._config.crawli...}
    n7[setattr(self._config.crawling, key, value)]
    n8[logger.debug(f'Updated crawling config: &...]
    n9[logger.warning(f'Unknown crawling config ...]
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n10
    n9 --> n10
    n10 --> n5
    n11 --> n2
1219. config control center Function update dynamic config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新動態掃描配置'] n4[self._save_snapshot()] n5{for (key, value) in kwargs.items()} n6{if hasattr(self._config.dynami...} n7[setattr(self._config.dynamic, key, value)] n8[logger.debug(f'Updated dynamic config: &#...] n9[logger.warning(f'Unknown dynamic config k...] n10[] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n10 n9 --> n10 n10 --> n5 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新動態掃描配置']
    n4[self._save_snapshot()]
    n5{for (key, value) in kwargs.items()}
    n6{if hasattr(self._config.dynami...}
    n7[setattr(self._config.dynamic, key, value)]
    n8[logger.debug(f'Updated dynamic config: &#...]
    n9[logger.warning(f'Unknown dynamic config k...]
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n10
    n9 --> n10
    n10 --> n5
    n11 --> n2
1220. config control center Function update performance config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新性能配置'] n4[self._save_snapshot()] n5{for (key, value) in kwargs.items()} n6{if hasattr(self._config.perfor...} n7[setattr(self._config.performance, key, value)] n8[logger.debug(f'Updated performance config...] n9[logger.warning(f'Unknown performance conf...] n10[] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n10 n9 --> n10 n10 --> n5 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新性能配置']
    n4[self._save_snapshot()]
    n5{for (key, value) in kwargs.items()}
    n6{if hasattr(self._config.perfor...}
    n7[setattr(self._config.performance, key, value)]
    n8[logger.debug(f'Updated performance config...]
    n9[logger.warning(f'Unknown performance conf...]
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n10
    n9 --> n10
    n10 --> n5
    n11 --> n2
1221. config control center Function update security config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['更新安全配置'] n4[self._save_snapshot()] n5{for (key, value) in kwargs.items()} n6{if hasattr(self._config.securi...} n7[setattr(self._config.security, key, value)] n8[logger.debug(f'Updated security config: &...] n9[logger.warning(f'Unknown security config ...] n10[] n11[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n10 n9 --> n10 n10 --> n5 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['更新安全配置']
    n4[self._save_snapshot()]
    n5{for (key, value) in kwargs.items()}
    n6{if hasattr(self._config.securi...}
    n7[setattr(self._config.security, key, value)]
    n8[logger.debug(f'Updated security config: &...]
    n9[logger.warning(f'Unknown security config ...]
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n10
    n9 --> n10
    n10 --> n5
    n11 --> n2
1222. core crawling engine http client hi Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化 HTTP 客戶端\n\n Args:\n ...] n4[self._auth = auth] n5[self._headers = headers] n6[self._timeout = timeout] n7[self._pool_size = pool_size] n8[self._rate_limiter = RateLimiter(global_r...] n9[self._client = RetryingAsyncClient(...] n10[logger.info(f'HTTP client initialized: &#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化 HTTP 客戶端\n\n        Args:\n   ...]
    n4[self._auth = auth]
    n5[self._headers = headers]
    n6[self._timeout = timeout]
    n7[self._pool_size = pool_size]
    n8[self._rate_limiter = RateLimiter(global_r...]
    n9[self._client = RetryingAsyncClient(...]
    n10[logger.info(f'HTTP client initialized: &#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1223. core crawling engine static content parser Function extract
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[assets: list[Asset] = []] n4[forms = 0] n5{if 'text/html' in response.hea...} n6[soup = BeautifulSoup(respon...] n7[forms_list = soup.find_all('form&#...] n8{for form in forms_list} n9{if not hasattr(form, 'get'...} n10[continue] n11[] n12[action = form.get('action')] n13{if isinstance(action, str | ty...} n14[action_url = action or base_url] n15[full = urljoin(base_url, ac...] n16[continue] n17[] n18[params = []] n19[input_elements = form.find_all('input...] n20{for input_elem in input_elements} n21{if hasattr(input_elem, 'get'&...} n22[name = input_elem.get('name...] n23{if isinstance(name, str)} n24[params.append(name)] n25[] n26[] n27[] n28[assets.append(Asset(asset_id=new_id(&#...] n29[forms += 1] n30[] n31[links_list = soup.find_all('a&#39...] n32{for a in links_list} n33{if not hasattr(a, 'get')} n34[continue] n35[] n36[href = a.get('href')] n37{if isinstance(href, str)} n38[assets.append(Asset(asset_id=new_id(&#...] n39[] n40[] n41[] n42[return (assets, forms)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n41 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n30 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n17 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n20 n20 -->|Yes| n21 n20 -->|No| n27 n21 -->|Yes| n22 n21 -->|No| n26 n22 --> n23 n23 -->|Yes| n24 n23 -->|No| n25 n24 --> n25 n25 --> n26 n26 --> n20 n27 --> n28 n28 --> n29 n29 --> n8 n30 --> n31 n31 --> n32 n32 -->|Yes| n33 n32 -->|No| n40 n33 -->|Yes| n34 n33 -->|No| n35 n34 --> n35 n35 --> n36 n36 --> n37 n37 -->|Yes| n38 n37 -->|No| n39 n38 --> n39 n39 --> n32 n40 --> n41 n41 --> n42 n42 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[assets: list[Asset] = []]
    n4[forms = 0]
    n5{if 'text/html' in response.hea...}
    n6[soup = BeautifulSoup(respon...]
    n7[forms_list = soup.find_all('form&&#35...]
    n8{for form in forms_list}
    n9{if not hasattr(form, 'get'&#4...}
    n10[continue]
    n11[]
    n12[action = form.get('action')]
    n13{if isinstance(action, str | ty...}
    n14[action_url = action or base_url]
    n15[full = urljoin(base_url, ac...]
    n16[continue]
    n17[]
    n18[params = []]
    n19[input_elements = form.find_all('input...]
    n20{for input_elem in input_elements}
    n21{if hasattr(input_elem, 'get'&...}
    n22[name = input_elem.get('name...]
    n23{if isinstance(name, str)}
    n24[params.append(name)]
    n25[]
    n26[]
    n27[]
    n28[assets.append(Asset(asset_id=new_id(&&#35...]
    n29[forms += 1]
    n30[]
    n31[links_list = soup.find_all('a&#39...]
    n32{for a in links_list}
    n33{if not hasattr(a, 'get')}
    n34[continue]
    n35[]
    n36[href = a.get('href')]
    n37{if isinstance(href, str)}
    n38[assets.append(Asset(asset_id=new_id(&&#35...]
    n39[]
    n40[]
    n41[]
    n42[return (assets, forms)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n41
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n30
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n17
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 -->|Yes| n21
    n20 -->|No| n27
    n21 -->|Yes| n22
    n21 -->|No| n26
    n22 --> n23
    n23 -->|Yes| n24
    n23 -->|No| n25
    n24 --> n25
    n25 --> n26
    n26 --> n20
    n27 --> n28
    n28 --> n29
    n29 --> n8
    n30 --> n31
    n31 --> n32
    n32 -->|Yes| n33
    n32 -->|No| n40
    n33 -->|Yes| n34
    n33 -->|No| n35
    n34 --> n35
    n35 --> n36
    n36 --> n37
    n37 -->|Yes| n38
    n37 -->|No| n39
    n38 --> n39
    n39 --> n32
    n40 --> n41
    n41 --> n42
    n42 --> n2
1224. core crawling engine url queue manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化 URL 佇列管理器\n\n Args:\n ...] n4[self._queue: deque[tuple[str, int]] = deq...] n5[self._seen: set[str] = set()] n6[self._processed: set[str] = set()] n7[self.max_depth = max_depth] n8{for url in seeds} n9[normalized = self._normalize_url(...] n10{if normalized} n11[self._queue.append((normalized, 0))] n12[self._seen.add(normalized)] n13[logger.debug(f'Seed URL added: {norm...] n14[] n15[] n16[logger.info(f'URL queue initialized with ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n15 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n8 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化 URL 佇列管理器\n\n        Args:\n  ...]
    n4[self._queue: deque[tuple[str, int]] = deq...]
    n5[self._seen: set[str] = set()]
    n6[self._processed: set[str] = set()]
    n7[self.max_depth = max_depth]
    n8{for url in seeds}
    n9[normalized = self._normalize_url(...]
    n10{if normalized}
    n11[self._queue.append((normalized, 0))]
    n12[self._seen.add(normalized)]
    n13[logger.debug(f'Seed URL added: {norm...]
    n14[]
    n15[]
    n16[logger.info(f'URL queue initialized with ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n15
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n8
    n15 --> n16
    n16 --> n2
1225. core crawling engine url queue manager Function len
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['返回佇列中待處理的 URL 數量'] n4[return len(self._queue)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['返回佇列中待處理的 URL 數量']
    n4[return len(self._queue)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1226. core crawling engine url queue manager Function repr
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['返回佇列的字符串表示'] n4[stats = self.get_statistics(...] n5[return f"UrlQueueManager(queued={stat...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['返回佇列的字符串表示']
    n4[stats = self.get_statistics(...]
    n5[return f"UrlQueueManager(queued={stat...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1227. core crawling engine url queue manager Function normalize url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 標準化 URL 以避免重複\n\n 處理:\n ...] n4[try] n5[parsed = urlparse(url)] n6{if not parsed.scheme or not pa...} n7[return None] n8[] n9[normalized = parsed._replace(frag...] n10[return normalized] n11[] n12[except Exception] n13[logger.warning(f"Failed to normalize URL &am...] n14[return None] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n12 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 n12 --> n13 n13 --> n14 n14 --> n11 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        標準化 URL 以避免重複\n\n        處理:\n    ...]
    n4[try]
    n5[parsed = urlparse(url)]
    n6{if not parsed.scheme or not pa...}
    n7[return None]
    n8[]
    n9[normalized = parsed._replace(frag...]
    n10[return normalized]
    n11[]
    n12[except Exception]
    n13[logger.warning(f"Failed to normalize URL &am...]
    n14[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n12
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
    n12 --> n13
    n13 --> n14
    n14 --> n11
1228. core crawling engine url queue manager Function add batch
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 批量添加 URL\n\n Args:\n ...] n4[added_count = 0] n5{for url in urls} n6{if self.add(url, parent_url, d...} n7[added_count += 1] n8[] n9[] n10[logger.debug(f'Batch add: {added_cou...] n11[return added_count] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        批量添加 URL\n\n        Args:\n       ...]
    n4[added_count = 0]
    n5{for url in urls}
    n6{if self.add(url, parent_url, d...}
    n7[added_count += 1]
    n8[]
    n9[]
    n10[logger.debug(f'Batch add: {added_cou...]
    n11[return added_count]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n11
    n11 --> n2
1229. core crawling engine url queue manager Function add
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加新的 URL 到佇列\n\n Args:\n ...] n4{if parent_url and (not urlpars...} n5[url = urljoin(parent_url, ...] n6[] n7[normalized = self._normalize_url(...] n8{if not normalized} n9[return False] n10[] n11{if normalized in self._seen or...} n12[return False] n13[] n14[self._queue.append((normalized, depth))] n15[self._seen.add(normalized)] n16[logger.debug(f'URL added: {normalize...] n17[return True] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加新的 URL 到佇列\n\n        Args:\n   ...]
    n4{if parent_url and (not urlpars...}
    n5[url = urljoin(parent_url, ...]
    n6[]
    n7[normalized = self._normalize_url(...]
    n8{if not normalized}
    n9[return False]
    n10[]
    n11{if normalized in self._seen or...}
    n12[return False]
    n13[]
    n14[self._queue.append((normalized, depth))]
    n15[self._seen.add(normalized)]
    n16[logger.debug(f'URL added: {normalize...]
    n17[return True]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
1230. core crawling engine url queue manager Function clear
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清空佇列和所有追蹤集合'] n4[self._queue.clear()] n5[self._seen.clear()] n6[self._processed.clear()] n7[logger.info('URL queue cleared&#3...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清空佇列和所有追蹤集合']
    n4[self._queue.clear()]
    n5[self._seen.clear()]
    n6[self._processed.clear()]
    n7[logger.info('URL queue cleared&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1231. core crawling engine url queue manager Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取佇列統計信息\n\n Returns:\n ...] n4[return {'queued': len(se...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取佇列統計信息\n\n        Returns:\n    ...]
    n4[return {'queued': len(se...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1232. core crawling engine url queue manager Function has next
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查佇列中是否還有待處理的 URL\n\n Retur...] n4[return bool(self._queue)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查佇列中是否還有待處理的 URL\n\n        Retur...]
    n4[return bool(self._queue)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1233. core crawling engine url queue manager Function is processed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 URL 是否已經處理\n\n Args:\n ...] n4[normalized = self._normalize_url(...] n5[return normalized in self._processed ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 URL 是否已經處理\n\n        Args:\n  ...]
    n4[normalized = self._normalize_url(...]
    n5[return normalized in self._processed ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1234. core crawling engine url queue manager Function is seen
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 URL 是否已經見過\n\n Args:\n ...] n4[normalized = self._normalize_url(...] n5[return normalized in self._seen if no...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 URL 是否已經見過\n\n        Args:\n  ...]
    n4[normalized = self._normalize_url(...]
    n5[return normalized in self._seen if no...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1235. core crawling engine url queue manager Function next
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取下一個要處理的 URL\n\n Returns:\...] n4{if not self._queue} n5[raise IndexError('URL queue is empty&...] n6[] n7[(url, depth) = self._queue.popleft(...] n8[self._processed.add(url)] n9[logger.debug(f'Dequeued URL: {url...] n10[return url] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取下一個要處理的 URL\n\n        Returns:\...]
    n4{if not self._queue}
    n5[raise IndexError('URL queue is empty&...]
    n6[]
    n7[(url, depth) = self._queue.popleft(...]
    n8[self._processed.add(url)]
    n9[logger.debug(f'Dequeued URL: {url&#1...]
    n10[return url]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1236. dynamic engine ajax api handler Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 AJAX/API 處理器'] n4[self.discovered_endpoints: list[dict[str, Any]...] n5[self.api_pattern_regex = re.compile(' ...] n6[logger.debug('AjaxApiHandler initialized&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 AJAX/API 處理器']
    n4[self.discovered_endpoints: list[dict[str, Any&#93...]
    n5[self.api_pattern_regex = re.compile('&#12...]
    n6[logger.debug('AjaxApiHandler initialized&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1237. dynamic engine ajax api handler Function create api asset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 創建 API 端點資產\n\n Args:\n ...] n4[asset = Asset(asset_id=new_i...] n5[self.discovered_endpoints.append({'u...] n6[return asset] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        創建 API 端點資產\n\n        Args:\n    ...]
    n4[asset = Asset(asset_id=new_i...]
    n5[self.discovered_endpoints.append({'u...]
    n6[return asset]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1238. dynamic engine ajax api handler Function is valid endpoint
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 判斷是否為有效的 API 端點\n\n Args:\n...] n4{if self.api_pattern_regex.sear...} n5[return True] n6[] n7[static_extensions = ['.css', ...] n8[parsed = urlparse(url)] n9[return not any((parsed.path.lower().e...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        判斷是否為有效的 API 端點\n\n        Args:\n...]
    n4{if self.api_pattern_regex.sear...}
    n5[return True]
    n6[]
    n7[static_extensions = ['.css', ...]
    n8[parsed = urlparse(url)]
    n9[return not any((parsed.path.lower().e...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1239. dynamic engine ajax api handler Function normalize url
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 規範化 URL\n\n Args:\n ...] n4[try] n5[endpoint = re.sub('\\$\\{[^}...] n6[endpoint = re.sub('\\{[^}&#...] n7{if not endpoint.startswith(('h...} n8[endpoint = urljoin(base_url, en...] n9[] n10[parsed = urlparse(endpoint)] n11{if parsed.scheme and parsed.ne...} n12[return endpoint] n13[] n14[return None] n15[] n16[except Exception] n17[logger.warning(f'Failed to normalize URL ...] n18[return None] n1 --> n3 n3 --> n4 n4 --> n5 n4 --> n16 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 n16 --> n17 n17 --> n18 n18 --> n15 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        規範化 URL\n\n        Args:\n        ...]
    n4[try]
    n5[endpoint = re.sub('\\$\\{[^&#125...]
    n6[endpoint = re.sub('\\{[^}&#...]
    n7{if not endpoint.startswith(('h...}
    n8[endpoint = urljoin(base_url, en...]
    n9[]
    n10[parsed = urlparse(endpoint)]
    n11{if parsed.scheme and parsed.ne...}
    n12[return endpoint]
    n13[]
    n14[return None]
    n15[]
    n16[except Exception]
    n17[logger.warning(f'Failed to normalize URL ...]
    n18[return None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n4 --> n16
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
    n16 --> n17
    n17 --> n18
    n18 --> n15
1240. dynamic engine ajax api handler Function get discovered endpoints
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取已發現的端點列表\n\n Returns:\n ...] n4[return self.discovered_endpoints.copy...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取已發現的端點列表\n\n        Returns:\n  ...]
    n4[return self.discovered_endpoints.copy...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1241. dynamic engine ajax api handler Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取統計信息\n\n Returns:\n ...] n4[stats = {'total_endpoints': ...] n5{for endpoint in self.discovered_e...} n6[source = endpoint['source']] n7[method = endpoint['method']] n8[stats['by_source'][so...] n9[stats['by_method'][me...] n10[] n11[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取統計信息\n\n        Returns:\n      ...]
    n4[stats = {'total_endpoints': ...]
    n5{for endpoint in self.discovered_e...}
    n6[source = endpoint['source']]
    n7[method = endpoint['method']]
    n8[stats['by_source'][so...]
    n9[stats['by_method'][me...]
    n10[]
    n11[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
1242. dynamic engine dynamic content extractor Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化動態內容提取器\n\n Args:\n ...] n4[self.config = config or Extraction...] n5[self._network_requests: list[NetworkRequest] = &#...] n6[self._extracted_contents: list[DynamicContent] = ...] n7[self._mutation_observer_script: str | None = None] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化動態內容提取器\n\n        Args:\n     ...]
    n4[self.config = config or Extraction...]
    n5[self._network_requests: list[NetworkRequest] = &#...]
    n6[self._extracted_contents: list[DynamicContent] = ...]
    n7[self._mutation_observer_script: str | None = None]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1243. dynamic engine dynamic content extractor Function clear
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清空已提取的內容和網絡請求'] n4[self._extracted_contents.clear()] n5[self._network_requests.clear()] n6[logger.debug('Cleared extracted contents ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清空已提取的內容和網絡請求']
    n4[self._extracted_contents.clear()]
    n5[self._network_requests.clear()]
    n6[logger.debug('Cleared extracted contents ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1244. dynamic engine dynamic content extractor Function convert to assets
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將動態內容轉換為 Asset 對象\n\n Args:...] n4{if contents is None} n5[contents = self._extracted_cont...] n6[] n7[assets: list[Asset] = []] n8{for content in contents} n9[try] n10{if content.content_type == Con...} n11[params = []] n12{for input_data in content.attribute...} n13{if input_data.get('name')} n14[params.append(input_data['name&&#...] n15[] n16[] n17[asset = Asset(asset_id=conte...] n18[assets.append(asset)] n19{if content.content_type == Con...} n20[asset = Asset(asset_id=conte...] n21[assets.append(asset)] n22[] n23[] n24[] n25[except Exception] n26[logger.debug(f'Failed to convert content ...] n27[] n28[return assets] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n27 n9 --> n10 n9 --> n25 n10 -->|Yes| n11 n10 -->|No| n19 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n12 n16 --> n17 n17 --> n18 n18 --> n23 n19 -->|Yes| n20 n19 -->|No| n22 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 --> n8 n25 --> n26 n26 --> n24 n27 --> n28 n28 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將動態內容轉換為 Asset 對象\n\n        Args:...]
    n4{if contents is None}
    n5[contents = self._extracted_cont...]
    n6[]
    n7[assets: list[Asset] = []]
    n8{for content in contents}
    n9[try]
    n10{if content.content_type == Con...}
    n11[params = []]
    n12{for input_data in content.attribute...}
    n13{if input_data.get('name')}
    n14[params.append(input_data['name&&#...]
    n15[]
    n16[]
    n17[asset = Asset(asset_id=conte...]
    n18[assets.append(asset)]
    n19{if content.content_type == Con...}
    n20[asset = Asset(asset_id=conte...]
    n21[assets.append(asset)]
    n22[]
    n23[]
    n24[]
    n25[except Exception]
    n26[logger.debug(f'Failed to convert content ...]
    n27[]
    n28[return assets]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n27
    n9 --> n10
    n9 --> n25
    n10 -->|Yes| n11
    n10 -->|No| n19
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n12
    n16 --> n17
    n17 --> n18
    n18 --> n23
    n19 -->|Yes| n20
    n19 -->|No| n22
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 --> n8
    n25 --> n26
    n26 --> n24
    n27 --> n28
    n28 --> n2
1245. dynamic engine dynamic content extractor Function get contents by type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['按類型獲取內容'] n4[return [c for c in self._extracted_co...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['按類型獲取內容']
    n4[return [c for c in self._extracted_co...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1246. dynamic engine dynamic content extractor Function get extracted contents
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有已提取的內容'] n4[return self._extracted_contents.copy(...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有已提取的內容']
    n4[return self._extracted_contents.copy(...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1247. dynamic engine dynamic content extractor Function get network requests
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有網絡請求'] n4[return self._network_requests.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有網絡請求']
    n4[return self._network_requests.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1248. dynamic engine dynamic content extractor Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計信息'] n4[type_counts: dict[str, int] = {}] n5{for content in self._extracted_c...} n6[type_name = content.content_type...] n7[type_counts[type_name] = type_counts.get(type...] n8[] n9[return {'total_contents': le...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計信息']
    n4[type_counts: dict[str, int] = {}]
    n5{for content in self._extracted_c...}
    n6[type_name = content.content_type...]
    n7[type_counts[type_name] = type_counts.get(type...]
    n8[]
    n9[return {'total_contents': le...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
1249. dynamic engine headless browser pool Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化瀏覽器池\n\n Args:\n ...] n4[self.config = config or PoolConfig...] n5[self._browsers: dict[str, BrowserInstance] = ...] n6[self._pages: dict[str, PageInstance] = {}] n7[self._browser_semaphore = asyncio.Semaphore(se...] n8[self._playwright: Any = None] n9[self._is_initialized = False] n10[self._next_browser_id = 0] n11[self._next_page_id = 0] n12[self._lock = asyncio.Lock()] n13[self._stats = {'browsers_created&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化瀏覽器池\n\n        Args:\n        ...]
    n4[self.config = config or PoolConfig...]
    n5[self._browsers: dict[str, BrowserInstance] = &#12...]
    n6[self._pages: dict[str, PageInstance] = {}]
    n7[self._browser_semaphore = asyncio.Semaphore(se...]
    n8[self._playwright: Any = None]
    n9[self._is_initialized = False]
    n10[self._next_browser_id = 0]
    n11[self._next_page_id = 0]
    n12[self._lock = asyncio.Lock()]
    n13[self._stats = {'browsers_created&&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n2
1250. dynamic engine headless browser pool Function get browser info
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取指定瀏覽器的詳細信息'] n4[browser_instance = self._browsers.get(b...] n5{if not browser_instance} n6[return None] n7[] n8[return {'browser_id': browse...] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取指定瀏覽器的詳細信息']
    n4[browser_instance = self._browsers.get(b...]
    n5{if not browser_instance}
    n6[return None]
    n7[]
    n8[return {'browser_id': browse...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1251. dynamic engine headless browser pool Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計信息'] n4[active_browsers = sum((1 for b in self...] n5[active_pages = sum((1 for p in self...] n6[browser_types: dict[str, int] = defaultdict(i...] n7{for browser in self._browsers.va...} n8[browser_types[browser.browser_type.value] += 1] n9[] n10[return {'initialized': self....] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n7 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計信息']
    n4[active_browsers = sum((1 for b in self...]
    n5[active_pages = sum((1 for p in self...]
    n6[browser_types: dict[str, int] = defaultdict(i...]
    n7{for browser in self._browsers.va...}
    n8[browser_types[browser.browser_type.value] += 1]
    n9[]
    n10[return {'initialized': self....]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n7
    n9 --> n10
    n10 --> n2
1252. dynamic engine headless browser pool Function list browsers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['列出所有瀏覽器實例信息'] n4[result = []] n5{for bid in self._browsers} n6[info = self.get_browser_inf...] n7{if info} n8[result.append(info)] n9[] n10[] n11[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n10 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['列出所有瀏覽器實例信息']
    n4[result = []]
    n5{for bid in self._browsers}
    n6[info = self.get_browser_inf...]
    n7{if info}
    n8[result.append(info)]
    n9[]
    n10[]
    n11[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n10
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n2
1253. dynamic engine headless browser pool Function list pages
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['列出所有頁面實例信息'] n4[pages_info = []] n5{for page_instance in self._pages.values()} n6[pages_info.append({'page_id&#...] n7[] n8[return pages_info] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n5 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['列出所有頁面實例信息']
    n4[pages_info = []]
    n5{for page_instance in self._pages.values()}
    n6[pages_info.append({'page_id&&#35...]
    n7[]
    n8[return pages_info]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n5
    n7 --> n8
    n8 --> n2
1254. dynamic engine js interaction simulator Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化 JS 互動模擬器\n\n Args:\n ...] n4[self.max_retry = max_retry] n5[self.default_timeout_ms = default_timeout_ms] n6[self.enable_logging = enable_logging] n7[self._event_queue: list[JsEvent] = []] n8[self._results: list[InteractionResult] = []] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化 JS 互動模擬器\n\n        Args:\n   ...]
    n4[self.max_retry = max_retry]
    n5[self.default_timeout_ms = default_timeout_ms]
    n6[self.enable_logging = enable_logging]
    n7[self._event_queue: list[JsEvent] = []]
    n8[self._results: list[InteractionResult] = []]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1255. dynamic engine js interaction simulator Function get events by type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['按類型統計事件數量'] n4[stats: dict[str, int] = {}] n5{for result in self._results} n6[event_type = result.event.event_t...] n7[stats[event_type] = stats.get(event_type...] n8[] n9[return stats] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['按類型統計事件數量']
    n4[stats: dict[str, int] = {}]
    n5{for result in self._results}
    n6[event_type = result.event.event_t...]
    n7[stats[event_type] = stats.get(event_type...]
    n8[]
    n9[return stats]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
1256. dynamic engine js interaction simulator Function add click
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加點擊事件'] n4[event = JsEvent(event_type=I...] n5[self.add_event(event)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加點擊事件']
    n4[event = JsEvent(event_type=I...]
    n5[self.add_event(event)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1257. dynamic engine js interaction simulator Function add event
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加事件到隊列'] n4[self._event_queue.append(event)] n5{if self.enable_logging} n6[logger.debug(f'Added event to queue: ...] n7[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加事件到隊列']
    n4[self._event_queue.append(event)]
    n5{if self.enable_logging}
    n6[logger.debug(f'Added event to queue: &#12...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n2
1258. dynamic engine js interaction simulator Function add hover
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加懸停事件'] n4[event = JsEvent(event_type=I...] n5[self.add_event(event)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加懸停事件']
    n4[event = JsEvent(event_type=I...]
    n5[self.add_event(event)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1259. dynamic engine js interaction simulator Function add input
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加輸入事件'] n4[event = JsEvent(event_type=I...] n5[self.add_event(event)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加輸入事件']
    n4[event = JsEvent(event_type=I...]
    n5[self.add_event(event)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1260. dynamic engine js interaction simulator Function add scroll
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加滾動事件'] n4[event = JsEvent(event_type=I...] n5[self.add_event(event)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加滾動事件']
    n4[event = JsEvent(event_type=I...]
    n5[self.add_event(event)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1261. dynamic engine js interaction simulator Function add submit
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['添加表單提交事件'] n4[event = JsEvent(event_type=I...] n5[self.add_event(event)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['添加表單提交事件']
    n4[event = JsEvent(event_type=I...]
    n5[self.add_event(event)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1262. dynamic engine js interaction simulator Function clear queue
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清空事件隊列'] n4[self._event_queue.clear()] n5{if self.enable_logging} n6[logger.debug('Event queue cleared&...] n7[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清空事件隊列']
    n4[self._event_queue.clear()]
    n5{if self.enable_logging}
    n6[logger.debug('Event queue cleared&&#3...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n2
1263. dynamic engine js interaction simulator Function get results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有互動結果'] n4[return self._results.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有互動結果']
    n4[return self._results.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1264. dynamic engine js interaction simulator Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計信息'] n4{if not self._results} n5[return {'total_events': 0, &...] n6[] n7[successful = sum((1 for r in self...] n8[failed = len(self._results) -...] n9[avg_time = sum((r.execution_tim...] n10[return {'total_events': len&...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計信息']
    n4{if not self._results}
    n5[return {'total_events': 0, &...]
    n6[]
    n7[successful = sum((1 for r in self...]
    n8[failed = len(self._results) -...]
    n9[avg_time = sum((r.execution_tim...]
    n10[return {'total_events': len&...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1265. dynamic engine js interaction simulator Function get success rate
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取成功率'] n4{if not self._results} n5[return 0.0] n6[] n7[successful = sum((1 for r in self...] n8[return successful / len(self._results...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取成功率']
    n4{if not self._results}
    n5[return 0.0]
    n6[]
    n7[successful = sum((1 for r in self...]
    n8[return successful / len(self._results...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1266. fingerprint manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[self.passive_fp = PassiveFingerprinter...] n4[self.merger = FingerprintMerger()] n5[self.collected_fingerprints: Fingerprints | None =...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[self.passive_fp = PassiveFingerprinter...]
    n4[self.merger = FingerprintMerger()]
    n5[self.collected_fingerprints: Fingerprints | None =...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1267. fingerprint manager Function get final fingerprints
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取最終合併的指紋信息'] n4[return self.collected_fingerprints] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取最終合併的指紋信息']
    n4[return self.collected_fingerprints]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1268. fingerprint manager Function merge
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['合併兩個指紋對象，使用類型安全的邏輯'] n4{if existing is None} n5[return new] n6[] n7[return Fingerprints(web_server=new.we...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['合併兩個指紋對象，使用類型安全的邏輯']
    n4{if existing is None}
    n5[return new]
    n6[]
    n7[return Fingerprints(web_server=new.we...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n2
1269. fingerprint manager Function reset
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['重置收集器狀態'] n4[self.collected_fingerprints = None] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['重置收集器狀態']
    n4[self.collected_fingerprints = None]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1270. header configuration Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化頭配置管理器\n\n Args:\n ...] n4[self.user_headers = user_headers or {}] n5[self._custom_user_agent = user_agent] n6[self._rotate_user_agent = rotate_user_agent] n7[self._include_default_headers = include_default_head...] n8[self._current_user_agent = user_agent or self._...] n9[logger.debug(f'HeaderConfiguration initia...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化頭配置管理器\n\n        Args:\n      ...]
    n4[self.user_headers = user_headers or {}]
    n5[self._custom_user_agent = user_agent]
    n6[self._rotate_user_agent = rotate_user_agent]
    n7[self._include_default_headers = include_default_head...]
    n8[self._current_user_agent = user_agent or self._...]
    n9[logger.debug(f'HeaderConfiguration initia...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1271. header configuration Function get random user agent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取隨機 User-Agent\n\n Returns...] n4[return random.choice(self._DEFAULT_US...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取隨機 User-Agent\n\n        Returns...]
    n4[return random.choice(self._DEFAULT_US...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1272. header configuration Function add header
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加或更新一個自定義頭\n\n Args:\n ...] n4[self.user_headers[key] = value] n5[logger.debug(f'Added/updated header: ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加或更新一個自定義頭\n\n        Args:\n    ...]
    n4[self.user_headers[key] = value]
    n5[logger.debug(f'Added/updated header: &#12...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1273. header configuration Function clear custom headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清除所有自定義頭'] n4[self.user_headers.clear()] n5[logger.debug('Cleared all custom headers&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清除所有自定義頭']
    n4[self.user_headers.clear()]
    n5[logger.debug('Cleared all custom headers&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1274. header configuration Function clone
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 克隆當前配置\n\n Returns:\n ...] n4[new_config = HeaderConfiguration(...] n5[return new_config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        克隆當前配置\n\n        Returns:\n      ...]
    n4[new_config = HeaderConfiguration(...]
    n5[return new_config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1275. header configuration Function create api config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 創建 API 請求配置\n\n Args:\n ...] n4[headers = {'Accept': &&#...] n5{if api_key} n6[headers['X-API-Key'] = ap...] n7[] n8[config = cls(user_headers=hea...] n9[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        創建 API 請求配置\n\n        Args:\n    ...]
    n4[headers = {'Accept': &&#...]
    n5{if api_key}
    n6[headers['X-API-Key'] = ap...]
    n7[]
    n8[config = cls(user_headers=hea...]
    n9[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n2
1276. header configuration Function create minimal config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 創建最小配置（只有必要的頭）\n\n Returns:...] n4[config = cls(user_headers={},...] n5[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        創建最小配置（只有必要的頭）\n\n        Returns:...]
    n4[config = cls(user_headers={},...]
    n5[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1277. header configuration Function create stealth config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 創建隱秘模式配置（模擬真實瀏覽器）\n\n Retur...] n4[config = cls(user_headers={'A...] n5[return config] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        創建隱秘模式配置（模擬真實瀏覽器）\n\n        Retur...]
    n4[config = cls(user_headers={'A...]
    n5[return config]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1278. header configuration Function enable user agent rotation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 啟用或禁用 User-Agent 輪換\n\n Arg...] n4[self._rotate_user_agent = enable] n5[logger.debug(f"User-Agent rotation: {&#...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        啟用或禁用 User-Agent 輪換\n\n        Arg...]
    n4[self._rotate_user_agent = enable]
    n5[logger.debug(f"User-Agent rotation: {&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1279. header configuration Function from dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 從字典創建配置\n\n Args:\n ...] n4[return cls(user_headers=config_dict.g...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        從字典創建配置\n\n        Args:\n        ...]
    n4[return cls(user_headers=config_dict.g...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1280. header configuration Function get custom headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取用戶自定義的頭'] n4[return self.user_headers.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取用戶自定義的頭']
    n4[return self.user_headers.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1281. header configuration Function get default headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取默認的系統頭'] n4[return cls._DEFAULT_HEADERS.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取默認的系統頭']
    n4[return cls._DEFAULT_HEADERS.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1282. header configuration Function get default user agents
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有默認的 User-Agent 列表'] n4[return cls._DEFAULT_USER_AGENTS.copy(...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有默認的 User-Agent 列表']
    n4[return cls._DEFAULT_USER_AGENTS.copy(...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1283. header configuration Function get headers for api
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取適合 API 請求的頭\n\n Returns:\...] n4[headers = {'Accept': &&#...] n5[headers.update(self.user_headers)] n6[return headers] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取適合 API 請求的頭\n\n        Returns:\...]
    n4[headers = {'Accept': &&#...]
    n5[headers.update(self.user_headers)]
    n6[return headers]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1284. header configuration Function get headers summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取頭配置摘要\n\n Returns:\n ...] n4[lines = ['Header Configurati...] n5{if self.user_headers} n6[lines.append(' Custom Header Keys:&&...] n7{for key in list(self.user_he...} n8[lines.append(f' - {key}&...] n9[] n10{if len(self.user_headers) > 10} n11[lines.append(f' ... and {len(...] n12[] n13[] n14[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n13 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n7 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取頭配置摘要\n\n        Returns:\n     ...]
    n4[lines = ['Header Configurati...]
    n5{if self.user_headers}
    n6[lines.append('  Custom Header Keys:&&...]
    n7{for key in list(self.user_he...}
    n8[lines.append(f'    - {key}&...]
    n9[]
    n10{if len(self.user_headers) > 10}
    n11[lines.append(f'    ... and {len(...]
    n12[]
    n13[]
    n14[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n13
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n7
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
1285. header configuration Function get headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取組裝後的 HTTP 頭\n\n Args:\n ...] n4[headers = {}] n5{if self._include_default_headers} n6[headers.update(self._DEFAULT_HEADERS)] n7[] n8{if self._rotate_user_agent} n9[self._current_user_agent = self._get_random_use...] n10[] n11[headers['User-Agent'] = s...] n12{if for_json} n13[headers['Content-Type'] =...] n14[headers['Accept'] = &...] n15[] n16[headers.update(self.user_headers)] n17[return headers] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n15 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取組裝後的 HTTP 頭\n\n        Args:\n  ...]
    n4[headers = {}]
    n5{if self._include_default_headers}
    n6[headers.update(self._DEFAULT_HEADERS)]
    n7[]
    n8{if self._rotate_user_agent}
    n9[self._current_user_agent = self._get_random_use...]
    n10[]
    n11[headers['User-Agent'] = s...]
    n12{if for_json}
    n13[headers['Content-Type'] =...]
    n14[headers['Accept'] = &...]
    n15[]
    n16[headers.update(self.user_headers)]
    n17[return headers]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n15
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n2
1286. header configuration Function get user agent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取當前的 User-Agent'] n4[return self._current_user_agent] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取當前的 User-Agent']
    n4[return self._current_user_agent]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1287. header configuration Function merge headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 合併額外的頭\n\n Args:\n ...] n4[self.user_headers.update(additional_headers)] n5[logger.debug(f'Merged {len(addit...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        合併額外的頭\n\n        Args:\n         ...]
    n4[self.user_headers.update(additional_headers)]
    n5[logger.debug(f'Merged {len(addit...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1288. header configuration Function remove header
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 移除一個自定義頭\n\n Args:\n ...] n4{if key in self.user_headers} n5[del self.user_headers[key]] n6[logger.debug(f'Removed header: {key&...] n7[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        移除一個自定義頭\n\n        Args:\n       ...]
    n4{if key in self.user_headers}
    n5[del self.user_headers[key]]
    n6[logger.debug(f'Removed header: {key&...]
    n7[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n2
1289. header configuration Function set authorization
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 設置 Authorization 頭\n\n Args...] n4[self.add_header('Authorization&#3...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        設置 Authorization 頭\n\n        Args...]
    n4[self.add_header('Authorization&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1290. header configuration Function set cookie
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 設置 Cookie 頭\n\n Args:\n ...] n4[self.add_header('Cookie', coo...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        設置 Cookie 頭\n\n        Args:\n    ...]
    n4[self.add_header('Cookie', coo...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1291. header configuration Function set referer
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 設置 Referer 頭\n\n Args:\n ...] n4[self.add_header('Referer', re...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        設置 Referer 頭\n\n        Args:\n   ...]
    n4[self.add_header('Referer', re...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1292. header configuration Function set user agent
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 設置自定義 User-Agent\n\n Args:\...] n4[self._custom_user_agent = user_agent] n5[self._current_user_agent = user_agent] n6[logger.debug(f'Set custom User-Agent: ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        設置自定義 User-Agent\n\n        Args:\...]
    n4[self._custom_user_agent = user_agent]
    n5[self._current_user_agent = user_agent]
    n6[logger.debug(f'Set custom User-Agent: &#1...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1293. header configuration Function to dict
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將配置轉換為字典\n\n Returns:\n ...] n4[return {'user_headers': self...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將配置轉換為字典\n\n        Returns:\n    ...]
    n4[return {'user_headers': self...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1294. info gatherer javascript source analyzer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化分析器'] n4[self._sink_patterns = self._build_sink_pat...] n5[self._source_patterns = self._build_source_p...] n6[self._security_patterns = self._build_security...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化分析器']
    n4[self._sink_patterns = self._build_sink_pat...]
    n5[self._source_patterns = self._build_source_p...]
    n6[self._security_patterns = self._build_security...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1295. info gatherer javascript source analyzer Function analyze dataflow
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析數據流（簡化版）\n\n 檢測用戶輸入源是否流向危...] n4[source_lines = {p.line_number for p...] n5{for sink in result.sinks} n6[nearby_sources = [line for line in so...] n7{if nearby_sources} n8[sink.tainted_source = f'Potential taint fr...] n9{if sink.severity == Severity.HIGH} n10[sink.severity = Severity.HIGH] n11[] n12[] n13[] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n13 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n5 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析數據流（簡化版）\n\n        檢測用戶輸入源是否流向危...]
    n4[source_lines = {p.line_number for p...]
    n5{for sink in result.sinks}
    n6[nearby_sources = [line for line in so...]
    n7{if nearby_sources}
    n8[sink.tainted_source = f'Potential taint fr...]
    n9{if sink.severity == Severity.HIGH}
    n10[sink.severity = Severity.HIGH]
    n11[]
    n12[]
    n13[]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n13
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n5
    n13 --> n2
1296. info gatherer javascript source analyzer Function build security patterns
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建安全問題檢測模式'] n4[return {PatternType.API_KEY: {'patt...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建安全問題檢測模式']
    n4[return {PatternType.API_KEY: {'patt...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1297. info gatherer javascript source analyzer Function build sink patterns
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建 sink 檢測模式'] n4[return {SinkType.INNER_HTML: {'patt...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建 sink 檢測模式']
    n4[return {SinkType.INNER_HTML: {'patt...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1298. info gatherer javascript source analyzer Function build source patterns
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建輸入源檢測模式'] n4[return {PatternType.URL_PARAMETER: {&#3...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建輸入源檢測模式']
    n4[return {PatternType.URL_PARAMETER: {&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1299. info gatherer javascript source analyzer Function count by type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['按類型統計'] n4[counts: dict[str, int] = {}] n5{for item in items} n6{if isinstance(item, SinkMatch)} n7[key = item.sink_type.value] n8[key = item.pattern_type.va...] n9[] n10[counts[key] = counts.get(key, 0) +...] n11[] n12[return counts] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n9 n8 --> n9 n9 --> n10 n10 --> n5 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['按類型統計']
    n4[counts: dict[str, int] = {}]
    n5{for item in items}
    n6{if isinstance(item, SinkMatch)}
    n7[key = item.sink_type.value]
    n8[key = item.pattern_type.va...]
    n9[]
    n10[counts[key] = counts.get(key, 0) +...]
    n11[]
    n12[return counts]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n9
    n8 --> n9
    n9 --> n10
    n10 --> n5
    n11 --> n12
    n12 --> n2
1300. info gatherer javascript source analyzer Function detect patterns
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測可疑模式'] n4[patterns: list[PatternMatch] = []] n5{for (line_num, line) in enumerate(lines, ...} n6[stripped = line.strip()] n7{if not stripped or stripped.st...} n8[continue] n9[] n10{for (source_type, pattern_info) in self._source_p...} n11[pattern = pattern_info['patter...] n12[severity = pattern_info['severi...] n13[description = pattern_info['descri...] n14[match = re.search(pattern, l...] n15{if match} n16[patterns.append(PatternMatch(pattern_type=source_...] n17[] n18[] n19{for (security_type, pattern_info) in self._securi...} n20[pattern = pattern_info['patter...] n21[severity = pattern_info['severi...] n22[description = pattern_info['descri...] n23[match = re.search(pattern, l...] n24{if match} n25[patterns.append(PatternMatch(pattern_type=securit...] n26[] n27[] n28[] n29[return patterns] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n28 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n18 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n10 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n27 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n24 n24 -->|Yes| n25 n24 -->|No| n26 n25 --> n26 n26 --> n19 n27 --> n5 n28 --> n29 n29 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測可疑模式']
    n4[patterns: list[PatternMatch] = []]
    n5{for (line_num, line) in enumerate(lines, ...}
    n6[stripped = line.strip()]
    n7{if not stripped or stripped.st...}
    n8[continue]
    n9[]
    n10{for (source_type, pattern_info) in self._source_p...}
    n11[pattern = pattern_info['patter...]
    n12[severity = pattern_info['severi...]
    n13[description = pattern_info['descri...]
    n14[match = re.search(pattern, l...]
    n15{if match}
    n16[patterns.append(PatternMatch(pattern_type=source_...]
    n17[]
    n18[]
    n19{for (security_type, pattern_info) in self._securi...}
    n20[pattern = pattern_info['patter...]
    n21[severity = pattern_info['severi...]
    n22[description = pattern_info['descri...]
    n23[match = re.search(pattern, l...]
    n24{if match}
    n25[patterns.append(PatternMatch(pattern_type=securit...]
    n26[]
    n27[]
    n28[]
    n29[return patterns]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n28
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n18
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n10
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n27
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n24
    n24 -->|Yes| n25
    n24 -->|No| n26
    n25 --> n26
    n26 --> n19
    n27 --> n5
    n28 --> n29
    n29 --> n2
1301. info gatherer javascript source analyzer Function detect sinks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測危險 sinks'] n4[sinks: list[SinkMatch] = []] n5{for (line_num, line) in enumerate(lines, ...} n6[stripped = line.strip()] n7{if not stripped or stripped.st...} n8[continue] n9[] n10{for (sink_type, pattern_info) in self._sink_patte...} n11[pattern = pattern_info['patter...] n12[severity = pattern_info['severi...] n13[description = pattern_info['descri...] n14{if re.search(pattern, line, re...} n15[context = self._extract_contex...] n16[sinks.append(SinkMatch(sink_type=sink_type, line_...] n17[] n18[] n19[] n20[return sinks] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n19 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n18 n11 --> n12 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n17 n15 --> n16 n16 --> n17 n17 --> n10 n18 --> n5 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測危險 sinks']
    n4[sinks: list[SinkMatch] = []]
    n5{for (line_num, line) in enumerate(lines, ...}
    n6[stripped = line.strip()]
    n7{if not stripped or stripped.st...}
    n8[continue]
    n9[]
    n10{for (sink_type, pattern_info) in self._sink_patte...}
    n11[pattern = pattern_info['patter...]
    n12[severity = pattern_info['severi...]
    n13[description = pattern_info['descri...]
    n14{if re.search(pattern, line, re...}
    n15[context = self._extract_contex...]
    n16[sinks.append(SinkMatch(sink_type=sink_type, line_...]
    n17[]
    n18[]
    n19[]
    n20[return sinks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n19
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n18
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n17
    n15 --> n16
    n16 --> n17
    n17 --> n10
    n18 --> n5
    n19 --> n20
    n20 --> n2
1302. info gatherer javascript source analyzer Function extract context
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['提取代碼上下文'] n4[start = max(0, line_num - wi...] n5[end = min(len(lines), line...] n6[context_lines = lines[start:end]] n7[return '\n'.join((f&&...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['提取代碼上下文']
    n4[start = max(0, line_num - wi...]
    n5[end = min(len(lines), line...]
    n6[context_lines = lines[start:end]]
    n7[return '\n'.join((f&&...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1303. info gatherer javascript source analyzer Function analyze
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 分析 JavaScript 源碼\n\n Args:\...] n4[result = AnalysisResult(url=u...] n5{if not source_code or not sour...} n6[logger.debug('Empty source code provided&...] n7[return result] n8[] n9[lines = source_code.split('\...] n10[result.total_lines = len(lines)] n11[result.sinks = self._detect_sinks(l...] n12[result.patterns = self._detect_pattern...] n13[self._analyze_dataflow(lines, result)] n14[logger.info(f'Analysis complete: {le...] n15[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        分析 JavaScript 源碼\n\n        Args:\...]
    n4[result = AnalysisResult(url=u...]
    n5{if not source_code or not sour...}
    n6[logger.debug('Empty source code provided&...]
    n7[return result]
    n8[]
    n9[lines = source_code.split('\...]
    n10[result.total_lines = len(lines)]
    n11[result.sinks = self._detect_sinks(l...]
    n12[result.patterns = self._detect_pattern...]
    n13[self._analyze_dataflow(lines, result)]
    n14[logger.info(f'Analysis complete: {le...]
    n15[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n2
1304. info gatherer javascript source analyzer Function format report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['格式化報告'] n4[lines = []] n5[lines.append('JavaScript Source Analysis ...] n6[lines.append(f'URL: {result.url}...] n7[lines.append('=' * 60)] n8[stats = result.get_stats()] n9[lines.append('\nStatistics:'&...] n10[lines.append(f" Total Lines: {stats ...] n11[lines.append(f" Total Sinks: {stats ...] n12[lines.append(f" Total Patterns: {stats...] n13[lines.append(f" Critical Issues: {stat...] n14[lines.append(f" High Issues: {stats ...] n15{if result.sinks} n16[lines.append('\n' + &#...] n17{for sink in result.sinks} n18[lines.append(f'\n[{sink.severity...] n19[lines.append(f' Line {sink.line_num...] n20[lines.append(f' {sink.description&#...] n21{if sink.tainted_source} n22[lines.append(f' [警告] {sink...] n23[] n24[] n25[] n26{if result.patterns} n27[lines.append('\n' + &#...] n28{for pattern in result.patterns} n29{if pattern.severity in [Severi...} n30[lines.append(f'\n[{pattern.sever...] n31[lines.append(f' Line {pattern.line_...] n32[lines.append(f' {pattern.descriptio...] n33[] n34[] n35[] n36[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n25 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n24 n18 --> n19 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n23 n22 --> n23 n23 --> n17 n24 --> n25 n25 --> n26 n26 -->|Yes| n27 n26 -->|No| n35 n27 --> n28 n28 -->|Yes| n29 n28 -->|No| n34 n29 -->|Yes| n30 n29 -->|No| n33 n30 --> n31 n31 --> n32 n32 --> n33 n33 --> n28 n34 --> n35 n35 --> n36 n36 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['格式化報告']
    n4[lines = []]
    n5[lines.append('JavaScript Source Analysis ...]
    n6[lines.append(f'URL: {result.url&#125...]
    n7[lines.append('=' * 60)]
    n8[stats = result.get_stats()]
    n9[lines.append('\nStatistics:'&...]
    n10[lines.append(f"  Total Lines: {stats&#9...]
    n11[lines.append(f"  Total Sinks: {stats&#9...]
    n12[lines.append(f"  Total Patterns: {stats...]
    n13[lines.append(f"  Critical Issues: {stat...]
    n14[lines.append(f"  High Issues: {stats&#9...]
    n15{if result.sinks}
    n16[lines.append('\n' + &&#35...]
    n17{for sink in result.sinks}
    n18[lines.append(f'\n[{sink.severity...]
    n19[lines.append(f'  Line {sink.line_num...]
    n20[lines.append(f'  {sink.description&#...]
    n21{if sink.tainted_source}
    n22[lines.append(f'  [警告]  {sink...]
    n23[]
    n24[]
    n25[]
    n26{if result.patterns}
    n27[lines.append('\n' + &&#35...]
    n28{for pattern in result.patterns}
    n29{if pattern.severity in [Severi...}
    n30[lines.append(f'\n[{pattern.sever...]
    n31[lines.append(f'  Line {pattern.line_...]
    n32[lines.append(f'  {pattern.descriptio...]
    n33[]
    n34[]
    n35[]
    n36[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n25
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n24
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n23
    n22 --> n23
    n23 --> n17
    n24 --> n25
    n25 --> n26
    n26 -->|Yes| n27
    n26 -->|No| n35
    n27 --> n28
    n28 -->|Yes| n29
    n28 -->|No| n34
    n29 -->|Yes| n30
    n29 -->|No| n33
    n30 --> n31
    n31 --> n32
    n32 --> n33
    n33 --> n28
    n34 --> n35
    n35 --> n36
    n36 --> n2
1305. info gatherer javascript source analyzer Function get high risk issues
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取高風險問題'] n4[high_risk: list[SinkMatch | PatternMatch] = ...] n5{for sink in result.sinks} n6{if sink.severity in [Severity....} n7[high_risk.append(sink)] n8[] n9[] n10{for pattern in result.patterns} n11{if pattern.severity in [Severi...} n12[high_risk.append(pattern)] n13[] n14[] n15[return high_risk] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n9 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n5 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n10 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取高風險問題']
    n4[high_risk: list[SinkMatch | PatternMatch] = ...]
    n5{for sink in result.sinks}
    n6{if sink.severity in [Severity....}
    n7[high_risk.append(sink)]
    n8[]
    n9[]
    n10{for pattern in result.patterns}
    n11{if pattern.severity in [Severi...}
    n12[high_risk.append(pattern)]
    n13[]
    n14[]
    n15[return high_risk]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n10
    n14 --> n15
    n15 --> n2
1306. info gatherer javascript source analyzer Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計信息'] n4[return {'total_sinks': len&#...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計信息']
    n4[return {'total_sinks': len&#...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1307. info gatherer passive fingerprinter Function from headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[lower = {k.lower(): v for k,...] n4[web_server = {'name': header...] n5[framework = {'name': headers...] n6[return Fingerprints(web_server=web_se...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[lower = {k.lower(): v for k,...]
    n4[web_server = {'name': header...]
    n5[framework = {'name': headers...]
    n6[return Fingerprints(web_server=web_se...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1308. info gatherer sensitive info detector Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化檢測器\n\n Args:\n ...] n4[self.min_severity = min_severity] n5[self._patterns = self._build_patterns...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化檢測器\n\n        Args:\n         ...]
    n4[self.min_severity = min_severity]
    n5[self._patterns = self._build_patterns...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1309. info gatherer sensitive info detector Function post init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['自動設置描述和建議'] n4{if not self.description} n5[self.description = self._get_default_de...] n6[] n7{if not self.recommendation} n8[self.recommendation = self._get_default_re...] n9[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['自動設置描述和建議']
    n4{if not self.description}
    n5[self.description = self._get_default_de...]
    n6[]
    n7{if not self.recommendation}
    n8[self.recommendation = self._get_default_re...]
    n9[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n2
1310. info gatherer sensitive info detector Function build patterns
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['構建檢測模式'] n4[return {SensitiveInfoType.API_KEY: {&#3...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['構建檢測模式']
    n4[return {SensitiveInfoType.API_KEY: {&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1311. info gatherer sensitive info detector Function count by location
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['按位置統計'] n4[counts: dict[str, int] = {}] n5{for match in self.matches} n6[key = match.location.value] n7[counts[key] = counts.get(key, 0) +...] n8[] n9[return counts] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['按位置統計']
    n4[counts: dict[str, int] = {}]
    n5{for match in self.matches}
    n6[key = match.location.value]
    n7[counts[key] = counts.get(key, 0) +...]
    n8[]
    n9[return counts]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
1312. info gatherer sensitive info detector Function count by type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['按類型統計'] n4[counts: dict[str, int] = {}] n5{for match in self.matches} n6[key = match.info_type.valu...] n7[counts[key] = counts.get(key, 0) +...] n8[] n9[return counts] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n8 n6 --> n7 n7 --> n5 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['按類型統計']
    n4[counts: dict[str, int] = {}]
    n5{for match in self.matches}
    n6[key = match.info_type.valu...]
    n7[counts[key] = counts.get(key, 0) +...]
    n8[]
    n9[return counts]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n8
    n6 --> n7
    n7 --> n5
    n8 --> n9
    n9 --> n2
1313. info gatherer sensitive info detector Function detect html comments
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 HTML 註釋中的敏感信息'] n4[matches: list[SensitiveMatch] = []] n5[comment_pattern = '<!--(.*?)--...] n6{for comment_match in re.finditer(comme...} n7[comment_text = comment_match.group(...] n8{for match in self._detect_in_t...} n9{if match.severity == Severity.LOW} n10[match.severity = Severity.MEDIUM] n11{if match.severity == Severity....} n12[match.severity = Severity.HIGH] n13[] n14[] n15[matches.append(match)] n16[] n17[] n18[return matches] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n17 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n16 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n14 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n8 n16 --> n6 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 HTML 註釋中的敏感信息']
    n4[matches: list[SensitiveMatch] = []]
    n5[comment_pattern = '<!--(.*?)--...]
    n6{for comment_match in re.finditer(comme...}
    n7[comment_text = comment_match.group(...]
    n8{for match in self._detect_in_t...}
    n9{if match.severity == Severity.LOW}
    n10[match.severity = Severity.MEDIUM]
    n11{if match.severity == Severity....}
    n12[match.severity = Severity.HIGH]
    n13[]
    n14[]
    n15[matches.append(match)]
    n16[]
    n17[]
    n18[return matches]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n17
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n16
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n14
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n8
    n16 --> n6
    n17 --> n18
    n18 --> n2
1314. info gatherer sensitive info detector Function detect in text
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['在文本中檢測敏感信息'] n4[matches: list[SensitiveMatch] = []] n5[lines = text.split('\n')] n6{for (line_num, line) in enumerate(lines, ...} n7{for (info_type, pattern_info) in self._patterns.i...} n8[pattern = pattern_info['patter...] n9[severity = pattern_info['severi...] n10{for regex_match in re.finditer(patte...} n11[matched_value = regex_match.group(0)] n12[start = max(0, regex_match.s...] n13[end = min(len(line), regex...] n14[context = line[start:end]] n15[matches.append(SensitiveMatch(info_type=info_type...] n16[] n17[] n18[] n19[return matches] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n18 n7 -->|Yes| n8 n7 -->|No| n17 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n16 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n10 n16 --> n7 n17 --> n6 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['在文本中檢測敏感信息']
    n4[matches: list[SensitiveMatch] = []]
    n5[lines = text.split('\n')]
    n6{for (line_num, line) in enumerate(lines, ...}
    n7{for (info_type, pattern_info) in self._patterns.i...}
    n8[pattern = pattern_info['patter...]
    n9[severity = pattern_info['severi...]
    n10{for regex_match in re.finditer(patte...}
    n11[matched_value = regex_match.group(0)]
    n12[start = max(0, regex_match.s...]
    n13[end = min(len(line), regex...]
    n14[context = line[start:end]]
    n15[matches.append(SensitiveMatch(info_type=info_type...]
    n16[]
    n17[]
    n18[]
    n19[return matches]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n18
    n7 -->|Yes| n8
    n7 -->|No| n17
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n16
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n10
    n16 --> n7
    n17 --> n6
    n18 --> n19
    n19 --> n2
1315. info gatherer sensitive info detector Function detect meta tags
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 meta 標籤中的敏感信息'] n4[matches: list[SensitiveMatch] = []] n5[meta_pattern = '<meta[^> ...] n6{for meta_match in re.finditer(meta_...} n7[content = meta_match.group(1)] n8{for match in self._detect_in_t...} n9[matches.append(match)] n10[] n11[] n12[return matches] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n6 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 meta 標籤中的敏感信息']
    n4[matches: list[SensitiveMatch] = []]
    n5[meta_pattern = '<meta[^>&#9...]
    n6{for meta_match in re.finditer(meta_...}
    n7[content = meta_match.group(1)]
    n8{for match in self._detect_in_t...}
    n9[matches.append(match)]
    n10[]
    n11[]
    n12[return matches]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n6
    n11 --> n12
    n12 --> n2
1316. info gatherer sensitive info detector Function detect script blocks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['檢測 <script> 標籤中的敏感信息'] n4[matches: list[SensitiveMatch] = []] n5[script_pattern = '<script[^&gt...] n6{for script_match in re.finditer(scrip...} n7[script_text = script_match.group(1...] n8{for match in self._detect_in_t...} n9[matches.append(match)] n10[] n11[] n12[return matches] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n6 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['檢測 <script> 標籤中的敏感信息']
    n4[matches: list[SensitiveMatch] = []]
    n5[script_pattern = '<script[^&gt...]
    n6{for script_match in re.finditer(scrip...}
    n7[script_text = script_match.group(1...]
    n8{for match in self._detect_in_t...}
    n9[matches.append(match)]
    n10[]
    n11[]
    n12[return matches]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n6
    n11 --> n12
    n12 --> n2
1317. info gatherer sensitive info detector Function filter by severity
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['根據最低嚴重程度過濾匹配'] n4[severity_order = {Severity.INFORMATIO...] n5[min_level = severity_order[self....] n6[return [m for m in matches if severit...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['根據最低嚴重程度過濾匹配']
    n4[severity_order = {Severity.INFORMATIO...]
    n5[min_level = severity_order[self....]
    n6[return [m for m in matches if severit...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1318. info gatherer sensitive info detector Function get default description
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取默認描述'] n4[descriptions = {SensitiveInfoType.A...] n5[return descriptions.get(self.info_typ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取默認描述']
    n4[descriptions = {SensitiveInfoType.A...]
    n5[return descriptions.get(self.info_typ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1319. info gatherer sensitive info detector Function get default recommendation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取默認建議'] n4{if self.info_type in [Sensitiv...} n5[return 'Remove credentials from clien...] n6{if self.info_type in [Sensitiv...} n7[return 'Mask or remove personal infor...] n8{if self.info_type in [Sensitiv...} n9[return 'Disable debug mode in product...] n10{if self.info_type == Sensitive...} n11[return 'Remove internal file paths fr...] n12[return 'Review and remove sensitive i...] n13[] n14[] n15[] n16[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n16 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n15 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n14 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取默認建議']
    n4{if self.info_type in [Sensitiv...}
    n5[return 'Remove credentials from clien...]
    n6{if self.info_type in [Sensitiv...}
    n7[return 'Mask or remove personal infor...]
    n8{if self.info_type in [Sensitiv...}
    n9[return 'Disable debug mode in product...]
    n10{if self.info_type == Sensitive...}
    n11[return 'Remove internal file paths fr...]
    n12[return 'Review and remove sensitive i...]
    n13[]
    n14[]
    n15[]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n16
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n15
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n14
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1320. info gatherer sensitive info detector Function detect in headers
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測 HTTP 響應頭中的敏感信息\n\n Args:...] n4[result = DetectionResult(url=...] n5{if not headers} n6[return result] n7[] n8{for (header_name, header_value) in headers.items&...} n9{if header_name.lower() == 'set...} n10[result.matches.append(SensitiveMatch(info_type=Se...] n11[] n12[combined = f'{header_name}: {h...] n13{for match in self._detect_in_t...} n14[result.matches.append(match)] n15[] n16[] n17[result.matches = self._filter_by_seve...] n18[logger.info(f'Headers detection complete:...] n19[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n16 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n13 n15 --> n8 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測 HTTP 響應頭中的敏感信息\n\n        Args:...]
    n4[result = DetectionResult(url=...]
    n5{if not headers}
    n6[return result]
    n7[]
    n8{for (header_name, header_value) in headers.items&...}
    n9{if header_name.lower() == 'set...}
    n10[result.matches.append(SensitiveMatch(info_type=Se...]
    n11[]
    n12[combined = f'{header_name}: {h...]
    n13{for match in self._detect_in_t...}
    n14[result.matches.append(match)]
    n15[]
    n16[]
    n17[result.matches = self._filter_by_seve...]
    n18[logger.info(f'Headers detection complete:...]
    n19[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n16
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n13
    n15 --> n8
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
1321. info gatherer sensitive info detector Function detect in html
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測 HTML 內容中的敏感信息\n\n Args:\...] n4[result = DetectionResult(url=...] n5{if not html_content} n6[return result] n7[] n8[result.matches.extend(self._detect_html_comments(...] n9[result.matches.extend(self._detect_script_blocks(...] n10[result.matches.extend(self._detect_meta_tags(html...] n11[result.matches.extend(self._detect_in_text(html_c...] n12[result.matches = self._filter_by_seve...] n13[logger.info(f'HTML detection complete: &#...] n14[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測 HTML 內容中的敏感信息\n\n        Args:\...]
    n4[result = DetectionResult(url=...]
    n5{if not html_content}
    n6[return result]
    n7[]
    n8[result.matches.extend(self._detect_html_comments(...]
    n9[result.matches.extend(self._detect_script_blocks(...]
    n10[result.matches.extend(self._detect_meta_tags(html...]
    n11[result.matches.extend(self._detect_in_text(html_c...]
    n12[result.matches = self._filter_by_seve...]
    n13[logger.info(f'HTML detection complete: &#...]
    n14[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 --> n14
    n14 --> n2
1322. info gatherer sensitive info detector Function detect in javascript
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測 JavaScript 代碼中的敏感信息\n\n ...] n4[result = DetectionResult(url=...] n5{if not js_code} n6[return result] n7[] n8[result.matches = self._detect_in_text...] n9[result.matches = self._filter_by_seve...] n10[logger.info(f'JavaScript detection comple...] n11[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測 JavaScript 代碼中的敏感信息\n\n        ...]
    n4[result = DetectionResult(url=...]
    n5{if not js_code}
    n6[return result]
    n7[]
    n8[result.matches = self._detect_in_text...]
    n9[result.matches = self._filter_by_seve...]
    n10[logger.info(f'JavaScript detection comple...]
    n11[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n2
1323. info gatherer sensitive info detector Function detect in response
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測完整的 HTTP 響應\n\n Args:\n ...] n4[result = DetectionResult(url=...] n5{if response_body} n6{if '<html' in response_bod...} n7[html_result = self.detect_in_html(...] n8[result.matches.extend(html_result.matches)] n9[body_matches = self._detect_in_text...] n10[result.matches.extend(body_matches)] n11[] n12[] n13{if headers} n14[header_result = self.detect_in_heade...] n15[result.matches.extend(header_result.matches)] n16[] n17[result.matches = self._filter_by_seve...] n18[logger.info(f'Response detection complete...] n19[return result] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 -->|Yes| n7 n6 -->|No| n9 n7 --> n8 n8 --> n11 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n16 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測完整的 HTTP 響應\n\n        Args:\n  ...]
    n4[result = DetectionResult(url=...]
    n5{if response_body}
    n6{if '<html' in response_bod...}
    n7[html_result = self.detect_in_html(...]
    n8[result.matches.extend(html_result.matches)]
    n9[body_matches = self._detect_in_text...]
    n10[result.matches.extend(body_matches)]
    n11[]
    n12[]
    n13{if headers}
    n14[header_result = self.detect_in_heade...]
    n15[result.matches.extend(header_result.matches)]
    n16[]
    n17[result.matches = self._filter_by_seve...]
    n18[logger.info(f'Response detection complete...]
    n19[return result]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 -->|Yes| n7
    n6 -->|No| n9
    n7 --> n8
    n8 --> n11
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n16
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
1324. info gatherer sensitive info detector Function format report
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['格式化檢測報告'] n4[lines = []] n5[lines.append('Sensitive Information Detec...] n6[lines.append(f'URL: {result.url}...] n7[lines.append('=' * 70)] n8[stats = result.get_stats()] n9[lines.append('\nStatistics:'&...] n10[lines.append(f" Total Matches: {stats&...] n11[lines.append(f" Critical Issues: {stat...] n12[lines.append(f" High Issues: {stats ...] n13{if stats['matches_by_type']} n14[lines.append('\n Matches by Type:&&#...] n15{for (info_type, count) in stats['...} n16[lines.append(f' - {info_type}...] n17[] n18[] n19{if result.matches} n20[lines.append('\n' + &#...] n21[sorted_matches = sorted(result.matche...] n22{for match in sorted_matches} n23[lines.append(f'\n[{match.severit...] n24[lines.append(f' Location: {match.lo...] n25{if match.line_number} n26[lines.append(f' Line: {match.line_n...] n27[] n28[lines.append(f' Value: {match.value...] n29[lines.append(f' Context: {match.con...] n30[lines.append(f' Description: {match...] n31[lines.append(f' Recommendation: {ma...] n32[] n33[] n34[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n18 n14 --> n15 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n15 n17 --> n18 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n33 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n32 n23 --> n24 n24 --> n25 n25 -->|Yes| n26 n25 -->|No| n27 n26 --> n27 n27 --> n28 n28 --> n29 n29 --> n30 n30 --> n31 n31 --> n22 n32 --> n33 n33 --> n34 n34 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['格式化檢測報告']
    n4[lines = []]
    n5[lines.append('Sensitive Information Detec...]
    n6[lines.append(f'URL: {result.url&#125...]
    n7[lines.append('=' * 70)]
    n8[stats = result.get_stats()]
    n9[lines.append('\nStatistics:'&...]
    n10[lines.append(f"  Total Matches: {stats&...]
    n11[lines.append(f"  Critical Issues: {stat...]
    n12[lines.append(f"  High Issues: {stats&#9...]
    n13{if stats['matches_by_type']}
    n14[lines.append('\n  Matches by Type:&&#...]
    n15{for (info_type, count) in stats['...}
    n16[lines.append(f'    - {info_type&#125...]
    n17[]
    n18[]
    n19{if result.matches}
    n20[lines.append('\n' + &&#35...]
    n21[sorted_matches = sorted(result.matche...]
    n22{for match in sorted_matches}
    n23[lines.append(f'\n[{match.severit...]
    n24[lines.append(f'  Location: {match.lo...]
    n25{if match.line_number}
    n26[lines.append(f'  Line: {match.line_n...]
    n27[]
    n28[lines.append(f'  Value: {match.value...]
    n29[lines.append(f'  Context: {match.con...]
    n30[lines.append(f'  Description: {match...]
    n31[lines.append(f'  Recommendation: {ma...]
    n32[]
    n33[]
    n34[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n18
    n14 --> n15
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n15
    n17 --> n18
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n33
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n32
    n23 --> n24
    n24 --> n25
    n25 -->|Yes| n26
    n25 -->|No| n27
    n26 --> n27
    n27 --> n28
    n28 --> n29
    n29 --> n30
    n30 --> n31
    n31 --> n22
    n32 --> n33
    n33 --> n34
    n34 --> n2
1325. info gatherer sensitive info detector Function get critical issues
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取關鍵問題'] n4[return [m for m in result.matches if ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取關鍵問題']
    n4[return [m for m in result.matches if ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1326. info gatherer sensitive info detector Function get high risk issues
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取高風險問題'] n4[return [m for m in result.matches if ...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取高風險問題']
    n4[return [m for m in result.matches if ...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1327. info gatherer sensitive info detector Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取統計信息'] n4[return {'total_matches': len...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取統計信息']
    n4[return {'total_matches': len...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1328. javascript analyzer Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['初始化 JavaScript 分析器'] n4[self.analysis_results: list[JavaScriptAnalysisResu...] n5[logger.debug('JavaScriptAnalyzer initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['初始化 JavaScript 分析器']
    n4[self.analysis_results: list[JavaScriptAnalysisResu...]
    n5[logger.debug('JavaScriptAnalyzer initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1329. javascript analyzer Function calculate security score
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 計算安全分數（0-100）\n\n Args:\n ...] n4[score = 100] n5[score -= len(result.dangerous_functions) * 10] n6{for leak in result.data_leaks} n7[severity = leak.get('severity&#39...] n8{if severity == 'critical'} n9[score -= 25] n10{if severity == 'high'} n11[score -= 15] n12{if severity == 'medium'} n13[score -= 10] n14[score -= 5] n15[] n16[] n17[] n18[] n19{if len(result.external_resourc...} n20[score -= 5] n21[] n22[return max(0, min(100, score))] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n18 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n17 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n16 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n15 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n6 n18 --> n19 n19 -->|Yes| n20 n19 -->|No| n21 n20 --> n21 n21 --> n22 n22 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        計算安全分數（0-100）\n\n        Args:\n  ...]
    n4[score = 100]
    n5[score -= len(result.dangerous_functions) * 10]
    n6{for leak in result.data_leaks}
    n7[severity = leak.get('severity&#39...]
    n8{if severity == 'critical'}
    n9[score -= 25]
    n10{if severity == 'high'}
    n11[score -= 15]
    n12{if severity == 'medium'}
    n13[score -= 10]
    n14[score -= 5]
    n15[]
    n16[]
    n17[]
    n18[]
    n19{if len(result.external_resourc...}
    n20[score -= 5]
    n21[]
    n22[return max(0, min(100, score))]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n18
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n17
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n16
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n15
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n6
    n18 --> n19
    n19 -->|Yes| n20
    n19 -->|No| n21
    n20 --> n21
    n21 --> n22
    n22 --> n2
1330. javascript analyzer Function detect dangerous functions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測危險的 JavaScript 函數調用\n\n A...] n4[dangerous_patterns = {'eval'...] n5[detected: list[str] = []] n6{for (func_name, pattern) in dangerous_pattern...} n7{if re.search(pattern, js_conte...} n8[detected.append(func_name)] n9[logger.warning(f'Dangerous function detec...] n10[] n11[] n12[return detected] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 -->|Yes| n8 n7 -->|No| n10 n8 --> n9 n9 --> n10 n10 --> n6 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測危險的 JavaScript 函數調用\n\n        A...]
    n4[dangerous_patterns = {'eval'...]
    n5[detected: list[str] = []]
    n6{for (func_name, pattern) in dangerous_pattern...}
    n7{if re.search(pattern, js_conte...}
    n8[detected.append(func_name)]
    n9[logger.warning(f'Dangerous function detec...]
    n10[]
    n11[]
    n12[return detected]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 -->|Yes| n8
    n7 -->|No| n10
    n8 --> n9
    n9 --> n10
    n10 --> n6
    n11 --> n12
    n12 --> n2
1331. javascript analyzer Function detect data leaks
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢測可能的數據洩漏\n\n Args:\n ...] n4[leaks: list[dict[str, str]] = []] n5[console_pattern = 'console\\.(log|de...] n6[console_matches = re.finditer(console_...] n7{if any(console_matches)} n8[leaks.append({'type': &a...] n9[] n10[storage_pattern = '(localStorage|ses...] n11[storage_matches = re.finditer(storage_...] n12{if any(storage_matches)} n13[leaks.append({'type': &a...] n14[] n15[url_param_pattern = '[?&](pas...] n16[url_param_matches = re.finditer(url_para...] n17{if any(url_param_matches)} n18[leaks.append({'type': &a...] n19[] n20[hardcoded_pattern = '(password|apiKe...] n21[hardcoded_matches = re.finditer(hardcode...] n22{if any(hardcoded_matches)} n23[leaks.append({'type': &a...] n24[] n25[logger.debug(f'Detected {len(lea...] n26[return leaks] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 -->|Yes| n18 n17 -->|No| n19 n18 --> n19 n19 --> n20 n20 --> n21 n21 --> n22 n22 -->|Yes| n23 n22 -->|No| n24 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢測可能的數據洩漏\n\n        Args:\n      ...]
    n4[leaks: list[dict[str, str]] = []]
    n5[console_pattern = 'console\\.(log|de...]
    n6[console_matches = re.finditer(console_...]
    n7{if any(console_matches)}
    n8[leaks.append({'type': &a...]
    n9[]
    n10[storage_pattern = '(localStorage|ses...]
    n11[storage_matches = re.finditer(storage_...]
    n12{if any(storage_matches)}
    n13[leaks.append({'type': &a...]
    n14[]
    n15[url_param_pattern = '[?&](pas...]
    n16[url_param_matches = re.finditer(url_para...]
    n17{if any(url_param_matches)}
    n18[leaks.append({'type': &a...]
    n19[]
    n20[hardcoded_pattern = '(password|apiKe...]
    n21[hardcoded_matches = re.finditer(hardcode...]
    n22{if any(hardcoded_matches)}
    n23[leaks.append({'type': &a...]
    n24[]
    n25[logger.debug(f'Detected {len(lea...]
    n26[return leaks]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 -->|Yes| n18
    n17 -->|No| n19
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 --> n22
    n22 -->|Yes| n23
    n22 -->|No| n24
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
1332. javascript analyzer Function extract external resources
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 提取 JavaScript 中引用的外部資源\n\n ...] n4[external_urls: list[str] = []] n5[url_pattern = 'https?://[^\\s\\\&#...] n6[matches = re.finditer(url_patt...] n7{for match in matches} n8[url = match.group(0)] n9{if url not in external_urls} n10[external_urls.append(url)] n11[] n12[] n13[logger.debug(f'Found {len(extern...] n14[return external_urls] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n12 n8 --> n9 n9 -->|Yes| n10 n9 -->|No| n11 n10 --> n11 n11 --> n7 n12 --> n13 n13 --> n14 n14 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        提取 JavaScript 中引用的外部資源\n\n        ...]
    n4[external_urls: list[str] = []]
    n5[url_pattern = 'https?://[^\\s\\\&&#35...]
    n6[matches = re.finditer(url_patt...]
    n7{for match in matches}
    n8[url = match.group(0)]
    n9{if url not in external_urls}
    n10[external_urls.append(url)]
    n11[]
    n12[]
    n13[logger.debug(f'Found {len(extern...]
    n14[return external_urls]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n12
    n8 --> n9
    n9 -->|Yes| n10
    n9 -->|No| n11
    n10 --> n11
    n11 --> n7
    n12 --> n13
    n13 --> n14
    n14 --> n2
1333. javascript analyzer Function clear results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['清空所有分析結果'] n4[self.analysis_results.clear()] n5[logger.debug('Cleared all JavaScript anal...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['清空所有分析結果']
    n4[self.analysis_results.clear()]
    n5[logger.debug('Cleared all JavaScript anal...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1334. javascript analyzer Function get all results
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取所有分析結果\n\n Returns:\n ...] n4[return self.analysis_results.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取所有分析結果\n\n        Returns:\n    ...]
    n4[return self.analysis_results.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1335. javascript analyzer Function get statistics
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取統計信息\n\n Returns:\n ...] n4{if not self.analysis_results} n5[return {'total_files': 0, &a...] n6[] n7[total_score = sum((r.security_scor...] n8[total_dangerous = sum((len(r.dangerous...] n9[total_leaks = sum((len(r.data_leak...] n10[return {'total_files': len&#...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取統計信息\n\n        Returns:\n      ...]
    n4{if not self.analysis_results}
    n5[return {'total_files': 0, &a...]
    n6[]
    n7[total_score = sum((r.security_scor...]
    n8[total_dangerous = sum((len(r.dangerous...]
    n9[total_leaks = sum((len(r.data_leak...]
    n10[return {'total_files': len&#...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1336. schemas Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3[super().__init__(**data)] n4{if not self.description} n5[self.description = self._get_default_de...] n6[] n7{if not self.recommendation} n8[self.recommendation = self._get_default_re...] n9[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3[super().__init__(**data)]
    n4{if not self.description}
    n5[self.description = self._get_default_de...]
    n6[]
    n7{if not self.recommendation}
    n8[self.recommendation = self._get_default_re...]
    n9[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n2
1337. schemas Function get default description
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取默認描述'] n4[descriptions = {SensitiveInfoType.A...] n5[return descriptions.get(self.info_typ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取默認描述']
    n4[descriptions = {SensitiveInfoType.A...]
    n5[return descriptions.get(self.info_typ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1338. schemas Function get default recommendation
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取默認建議'] n4{if self.info_type in [Sensitiv...} n5[return 'Remove credentials from clien...] n6{if self.info_type in [Sensitiv...} n7[return 'Mask or remove personal infor...] n8{if self.info_type in [Sensitiv...} n9[return 'Disable debug mode in product...] n10{if self.info_type == Sensitive...} n11[return 'Remove internal file paths fr...] n12[return f'Remove {self.info_type.value...] n13[] n14[] n15[] n16[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n16 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n15 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n14 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取默認建議']
    n4{if self.info_type in [Sensitiv...}
    n5[return 'Remove credentials from clien...]
    n6{if self.info_type in [Sensitiv...}
    n7[return 'Mask or remove personal infor...]
    n8{if self.info_type in [Sensitiv...}
    n9[return 'Disable debug mode in product...]
    n10{if self.info_type == Sensitive...}
    n11[return 'Remove internal file paths fr...]
    n12[return f'Remove {self.info_type.value...]
    n13[]
    n14[]
    n15[]
    n16[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n16
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n15
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n14
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n2
1339. schemas Function limit list size
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['限制列表大小以防止過大的響應'] n4[max_items = 1000] n5{if len(v) > max_items} n6[raise ValueError(f'List too large (ma...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['限制列表大小以防止過大的響應']
    n4[max_items = 1000]
    n5{if len(v) > max_items}
    n6[raise ValueError(f'List too large (ma...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1340. schemas Function limit urls
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['限制 URL 數量'] n4[max_urls = 500] n5{if len(v) > max_urls} n6[raise ValueError(f'Too many URLs (max...] n7[] n8[return v] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['限制 URL 數量']
    n4[max_urls = 500]
    n5{if len(v) > max_urls}
    n6[raise ValueError(f'Too many URLs (max...]
    n7[]
    n8[return v]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1341. schemas Function validate method
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證 HTTP 方法'] n4[allowed = {'GET', &#...] n5{if v.upper() not in allowed} n6[raise ValueError(f'Invalid HTTP method: &...] n7[] n8[return v.upper()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證 HTTP 方法']
    n4[allowed = {'GET', &#...]
    n5{if v.upper() not in allowed}
    n6[raise ValueError(f'Invalid HTTP method: &...]
    n7[]
    n8[return v.upper()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1342. schemas Function validate request type
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['驗證請求類型'] n4[allowed = {'xhr', &#...] n5{if v.lower() not in allowed} n6[raise ValueError(f'Invalid request_type: ...] n7[] n8[return v.lower()] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n7 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['驗證請求類型']
    n4[allowed = {'xhr', &#...]
    n5{if v.lower() not in allowed}
    n6[raise ValueError(f'Invalid request_type: ...]
    n7[]
    n8[return v.lower()]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n7
    n6 --> n7
    n7 --> n8
    n8 --> n2
1343. scope manager Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化範圍管理器\n\n Args:\n ...] n4[self.scope = scope] n5[self._allowed_hosts_set = set(scope.allowed_ho...] n6[self._exclusion_patterns = self._compile_exclus...] n7[self._stats = {'total_checked&#3...] n8[logger.info(f'ScopeManager initialized: &...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化範圍管理器\n\n        Args:\n       ...]
    n4[self.scope = scope]
    n5[self._allowed_hosts_set = set(scope.allowed_ho...]
    n6[self._exclusion_patterns = self._compile_exclus...]
    n7[self._stats = {'total_checked&#3...]
    n8[logger.info(f'ScopeManager initialized: &...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1344. scope manager Function compile exclusion patterns
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 編譯排除模式為正則表達式\n\n Args:\n ...] n4[patterns = []] n5{for exclusion in exclusions} n6[try] n7[pattern = self._compile_patter...] n8[patterns.append(pattern)] n9[] n10[except re.error] n11[logger.warning(f"Invalid exclusion pattern &...] n12[] n13[return patterns] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n12 n6 --> n7 n6 --> n10 n7 --> n8 n8 --> n9 n9 --> n5 n10 --> n11 n11 --> n9 n12 --> n13 n13 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        編譯排除模式為正則表達式\n\n        Args:\n   ...]
    n4[patterns = []]
    n5{for exclusion in exclusions}
    n6[try]
    n7[pattern = self._compile_patter...]
    n8[patterns.append(pattern)]
    n9[]
    n10[except re.error]
    n11[logger.warning(f"Invalid exclusion pattern &...]
    n12[]
    n13[return patterns]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n12
    n6 --> n7
    n6 --> n10
    n7 --> n8
    n8 --> n9
    n9 --> n5
    n10 --> n11
    n11 --> n9
    n12 --> n13
    n13 --> n2
1345. scope manager Function compile pattern
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將通配符模式編譯為正則表達式\n\n 支持的模式：\n...] n4[regex = re.escape(pattern)] n5[regex = regex.replace('\\*\\...] n6[regex = regex.replace('\\*',...] n7[regex = regex.replace('DOUBL...] n8[regex = regex.replace('\\?',...] n9[regex = f'^{regex}$'] n10[return re.compile(regex, re.IGNORECAS...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將通配符模式編譯為正則表達式\n\n        支持的模式：\n...]
    n4[regex = re.escape(pattern)]
    n5[regex = regex.replace('\\*\\...]
    n6[regex = regex.replace('\\*',...]
    n7[regex = regex.replace('DOUBL...]
    n8[regex = regex.replace('\\?',...]
    n9[regex = f'^{regex}$']
    n10[return re.compile(regex, re.IGNORECAS...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1346. scope manager Function is host allowed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查主機名是否被允許（內部方法）\n\n Args:\...] n4{if not hostname} n5[return False] n6[] n7{if not self._allowed_hosts_set} n8[return True] n9[] n10{if hostname in self._allowed_h...} n11[return True] n12[] n13{if self.scope.include_subdomains} n14{for allowed_host in self._allowed_hos...} n15{if hostname.endswith(f'.{allow...} n16[return True] n17[] n18[] n19[] n20[return False] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n9 n8 --> n9 n9 --> n10 n10 -->|Yes| n11 n10 -->|No| n12 n11 --> n12 n12 --> n13 n13 -->|Yes| n14 n13 -->|No| n19 n14 -->|Yes| n15 n14 -->|No| n18 n15 -->|Yes| n16 n15 -->|No| n17 n16 --> n17 n17 --> n14 n18 --> n19 n19 --> n20 n20 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查主機名是否被允許（內部方法）\n\n        Args:\...]
    n4{if not hostname}
    n5[return False]
    n6[]
    n7{if not self._allowed_hosts_set}
    n8[return True]
    n9[]
    n10{if hostname in self._allowed_h...}
    n11[return True]
    n12[]
    n13{if self.scope.include_subdomains}
    n14{for allowed_host in self._allowed_hos...}
    n15{if hostname.endswith(f'.{allow...}
    n16[return True]
    n17[]
    n18[]
    n19[]
    n20[return False]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n9
    n8 --> n9
    n9 --> n10
    n10 -->|Yes| n11
    n10 -->|No| n12
    n11 --> n12
    n12 --> n13
    n13 -->|Yes| n14
    n13 -->|No| n19
    n14 -->|Yes| n15
    n14 -->|No| n18
    n15 -->|Yes| n16
    n15 -->|No| n17
    n16 --> n17
    n17 --> n14
    n18 --> n19
    n19 --> n20
    n20 --> n2
1347. scope manager Function is valid hostname
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查主機名是否有效\n\n Args:\n ...] n4{if not hostname} n5[return False] n6[] n7[pattern = '^[a-zA-Z0-9]([a-zA...] n8[return bool(re.match(pattern, hostnam...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查主機名是否有效\n\n        Args:\n      ...]
    n4{if not hostname}
    n5[return False]
    n6[]
    n7[pattern = '^[a-zA-Z0-9]([a-zA...]
    n8[return bool(re.match(pattern, hostnam...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1348. scope manager Function matches exclusion
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 URL 是否匹配任何排除模式\n\n Args:...] n4[return any((pattern.search(url) for p...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 URL 是否匹配任何排除模式\n\n        Args:...]
    n4[return any((pattern.search(url) for p...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1349. scope manager Function add allowed host
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加允許的主機\n\n Args:\n ...] n4{if hostname and hostname not i...} n5[self._allowed_hosts_set.add(hostname)] n6[self.scope.allowed_hosts.append(hostname)] n7[logger.info(f'Added allowed host: {h...] n8[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加允許的主機\n\n        Args:\n        ...]
    n4{if hostname and hostname not i...}
    n5[self._allowed_hosts_set.add(hostname)]
    n6[self.scope.allowed_hosts.append(hostname)]
    n7[logger.info(f'Added allowed host: {h...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1350. scope manager Function add exclusion
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 添加排除模式\n\n Args:\n ...] n4{if pattern and pattern not in ...} n5[self.scope.exclusions.append(pattern)] n6[self._exclusion_patterns.append(self._compile_patt...] n7[logger.info(f'Added exclusion pattern: &#...] n8[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        添加排除模式\n\n        Args:\n         ...]
    n4{if pattern and pattern not in ...}
    n5[self.scope.exclusions.append(pattern)]
    n6[self._exclusion_patterns.append(self._compile_patt...]
    n7[logger.info(f'Added exclusion pattern: &#...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1351. scope manager Function clone
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 克隆當前範圍管理器\n\n Returns:\n ...] n4[import copy] n5[new_scope = copy.deepcopy(self.s...] n6[return ScopeManager(new_scope)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        克隆當前範圍管理器\n\n        Returns:\n   ...]
    n4[import copy]
    n5[new_scope = copy.deepcopy(self.s...]
    n6[return ScopeManager(new_scope)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2
1352. scope manager Function filter urls
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 過濾 URL 列表，只返回在範圍內的 URL\n\n ...] n4[return [url for url in urls if self.i...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        過濾 URL 列表，只返回在範圍內的 URL\n\n        ...]
    n4[return [url for url in urls if self.i...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1353. scope manager Function get allowed hosts
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取允許的主機列表'] n4[return list(self._allowed_hosts_set)] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取允許的主機列表']
    n4[return list(self._allowed_hosts_set)]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1354. scope manager Function get exclusions
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取排除模式列表'] n4[return self.scope.exclusions.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取排除模式列表']
    n4[return self.scope.exclusions.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1355. scope manager Function get scope summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取範圍配置摘要\n\n Returns:\n ...] n4[allowed_hosts_display = ', '.join...] n5[lines = ['Scope Configuratio...] n6{if self.scope.exclusions} n7[lines.append(' Exclusions:'&...] n8{for exclusion in self.scope.exclus...} n9[lines.append(f' - {exclusion}...] n10[] n11{if len(self.scope.exclusions) > 5} n12[lines.append(f' ... and {len(...] n13[] n14[] n15[stats = self.get_stats()] n16{if stats['total_checked']...} n17[lines.append('\n Statistics:&#39...] n18[lines.append(f" Total Checked: {stat...] n19[lines.append(f" In Scope: {stats[...] n20[lines.append(f" Out of Scope: {stats...] n21{if stats['total_checked']...} n22[in_scope_percent = stats['in_scope&&#...] n23[lines.append(f' In Scope %: {in_s...] n24[] n25[] n26[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n14 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n13 n12 --> n13 n13 --> n14 n14 --> n15 n15 --> n16 n16 -->|Yes| n17 n16 -->|No| n25 n17 --> n18 n18 --> n19 n19 --> n20 n20 --> n21 n21 -->|Yes| n22 n21 -->|No| n24 n22 --> n23 n23 --> n24 n24 --> n25 n25 --> n26 n26 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取範圍配置摘要\n\n        Returns:\n    ...]
    n4[allowed_hosts_display = ', '.join...]
    n5[lines = ['Scope Configuratio...]
    n6{if self.scope.exclusions}
    n7[lines.append('  Exclusions:'&...]
    n8{for exclusion in self.scope.exclus...}
    n9[lines.append(f'    - {exclusion&#125...]
    n10[]
    n11{if len(self.scope.exclusions) > 5}
    n12[lines.append(f'    ... and {len(...]
    n13[]
    n14[]
    n15[stats = self.get_stats()]
    n16{if stats['total_checked']...}
    n17[lines.append('\n  Statistics:&#39...]
    n18[lines.append(f"    Total Checked: {stat...]
    n19[lines.append(f"    In Scope: {stats&#91...]
    n20[lines.append(f"    Out of Scope: {stats...]
    n21{if stats['total_checked']...}
    n22[in_scope_percent = stats['in_scope&&#...]
    n23[lines.append(f'    In Scope %: {in_s...]
    n24[]
    n25[]
    n26[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n14
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n13
    n12 --> n13
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 -->|Yes| n17
    n16 -->|No| n25
    n17 --> n18
    n18 --> n19
    n19 --> n20
    n20 --> n21
    n21 -->|Yes| n22
    n21 -->|No| n24
    n22 --> n23
    n23 --> n24
    n24 --> n25
    n25 --> n26
    n26 --> n2
1356. scope manager Function get stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取統計信息\n\n Returns:\n ...] n4[return self._stats.copy()] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取統計信息\n\n        Returns:\n      ...]
    n4[return self._stats.copy()]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1357. scope manager Function is host allowed
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查主機名是否被允許\n\n Args:\n ...] n4[return self._is_host_allowed(hostname...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查主機名是否被允許\n\n        Args:\n     ...]
    n4[return self._is_host_allowed(hostname...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1358. scope manager Function is in scope
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 檢查 URL 是否在掃描範圍內\n\n Args:\n...] n4[self._stats['total_checked'&#...] n5[try] n6[parsed = urlparse(url)] n7{if not self._is_host_allowed(p...} n8[logger.debug(f'Host not allowed: {pa...] n9[self._stats['out_of_scope' ...] n10[return False] n11[] n12{if self._matches_exclusion(url)} n13[logger.debug(f'Matches exclusion pattern:...] n14[self._stats['out_of_scope' ...] n15[return False] n16[] n17[self._stats['in_scope'] += 1] n18[return True] n19[] n20[except Exception] n21[logger.warning(f'Failed to parse URL ...] n22[self._stats['out_of_scope' ...] n23[return False] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n5 --> n20 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 --> n9 n9 --> n10 n10 --> n11 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 --> n14 n14 --> n15 n15 --> n16 n16 --> n17 n17 --> n18 n18 --> n19 n19 --> n2 n20 --> n21 n21 --> n22 n22 --> n23 n23 --> n19 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        檢查 URL 是否在掃描範圍內\n\n        Args:\n...]
    n4[self._stats['total_checked'&#...]
    n5[try]
    n6[parsed = urlparse(url)]
    n7{if not self._is_host_allowed(p...}
    n8[logger.debug(f'Host not allowed: {pa...]
    n9[self._stats['out_of_scope'&#9...]
    n10[return False]
    n11[]
    n12{if self._matches_exclusion(url)}
    n13[logger.debug(f'Matches exclusion pattern:...]
    n14[self._stats['out_of_scope'&#9...]
    n15[return False]
    n16[]
    n17[self._stats['in_scope'] += 1]
    n18[return True]
    n19[]
    n20[except Exception]
    n21[logger.warning(f'Failed to parse URL &#12...]
    n22[self._stats['out_of_scope'&#9...]
    n23[return False]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n5 --> n20
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 --> n14
    n14 --> n15
    n15 --> n16
    n16 --> n17
    n17 --> n18
    n18 --> n19
    n19 --> n2
    n20 --> n21
    n21 --> n22
    n22 --> n23
    n23 --> n19
1359. scope manager Function is subdomain included
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['是否包含子域名'] n4[return self.scope.include_subdomains] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['是否包含子域名']
    n4[return self.scope.include_subdomains]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1360. scope manager Function merge with
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 合併另一個範圍管理器的配置\n\n Args:\n ...] n4{for host in other.get_allowed...} n5[self.add_allowed_host(host)] n6[] n7{for exclusion in other.get_exclusi...} n8{if exclusion not in self.scope...} n9[self.add_exclusion(exclusion)] n10[] n11[] n12{if other.is_subdomain_included...} n13[self.set_include_subdomains(True)] n14[] n15[logger.info('Merged scope configurations&...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n4 n6 --> n7 n7 -->|Yes| n8 n7 -->|No| n11 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n10 n10 --> n7 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n14 n13 --> n14 n14 --> n15 n15 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        合併另一個範圍管理器的配置\n\n        Args:\n  ...]
    n4{for host in other.get_allowed...}
    n5[self.add_allowed_host(host)]
    n6[]
    n7{for exclusion in other.get_exclusi...}
    n8{if exclusion not in self.scope...}
    n9[self.add_exclusion(exclusion)]
    n10[]
    n11[]
    n12{if other.is_subdomain_included...}
    n13[self.set_include_subdomains(True)]
    n14[]
    n15[logger.info('Merged scope configurations&...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n4
    n6 --> n7
    n7 -->|Yes| n8
    n7 -->|No| n11
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n10
    n10 --> n7
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n14
    n13 --> n14
    n14 --> n15
    n15 --> n2
1361. scope manager Function remove allowed host
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 移除允許的主機\n\n Args:\n ...] n4{if hostname in self._allowed_h...} n5[self._allowed_hosts_set.remove(hostname)] n6{if hostname in self.scope.allo...} n7[self.scope.allowed_hosts.remove(hostname)] n8[] n9[logger.info(f'Removed allowed host: {...] n10[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n10 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n8 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        移除允許的主機\n\n        Args:\n        ...]
    n4{if hostname in self._allowed_h...}
    n5[self._allowed_hosts_set.remove(hostname)]
    n6{if hostname in self.scope.allo...}
    n7[self.scope.allowed_hosts.remove(hostname)]
    n8[]
    n9[logger.info(f'Removed allowed host: &#123...]
    n10[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n10
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n8
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n2
1362. scope manager Function remove exclusion
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 移除排除模式\n\n Args:\n ...] n4{if pattern in self.scope.exclu...} n5[self.scope.exclusions.remove(pattern)] n6[self._exclusion_patterns = self._compile_exclus...] n7[logger.info(f'Removed exclusion pattern: ...] n8[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n8 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        移除排除模式\n\n        Args:\n         ...]
    n4{if pattern in self.scope.exclu...}
    n5[self.scope.exclusions.remove(pattern)]
    n6[self._exclusion_patterns = self._compile_exclus...]
    n7[logger.info(f'Removed exclusion pattern: ...]
    n8[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n8
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1363. scope manager Function reset stats
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['重置統計信息'] n4[self._stats = {'total_checked&#3...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['重置統計信息']
    n4[self._stats = {'total_checked&#3...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1364. scope manager Function set include subdomains
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 設置是否包含子域名\n\n Args:\n ...] n4[self.scope.include_subdomains = include] n5[logger.info(f'Set include_subdomains to: ...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        設置是否包含子域名\n\n        Args:\n      ...]
    n4[self.scope.include_subdomains = include]
    n5[logger.info(f'Set include_subdomains to: ...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1365. scope manager Function validate scope
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 驗證範圍配置的有效性\n\n Returns:\n ...] n4[errors = []] n5{for pattern in self.scope.exclus...} n6[try] n7[self._compile_pattern(pattern)] n8[] n9[except re.error] n10[errors.append(f"Invalid exclusion pattern &a...] n11[] n12{for host in self._allowed_hos...} n13{if not self._is_valid_hostname...} n14[errors.append(f"Invalid hostname: &#...] n15[] n16[] n17[is_valid = len(errors) == 0] n18[return (is_valid, errors)] n1 --> n3 n3 --> n4 n4 --> n5 n5 -->|Yes| n6 n5 -->|No| n11 n6 --> n7 n6 --> n9 n7 --> n8 n8 --> n5 n9 --> n10 n10 --> n8 n11 --> n12 n12 -->|Yes| n13 n12 -->|No| n16 n13 -->|Yes| n14 n13 -->|No| n15 n14 --> n15 n15 --> n12 n16 --> n17 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        驗證範圍配置的有效性\n\n        Returns:\n  ...]
    n4[errors = []]
    n5{for pattern in self.scope.exclus...}
    n6[try]
    n7[self._compile_pattern(pattern)]
    n8[]
    n9[except re.error]
    n10[errors.append(f"Invalid exclusion pattern &a...]
    n11[]
    n12{for host in self._allowed_hos...}
    n13{if not self._is_valid_hostname...}
    n14[errors.append(f"Invalid hostname: &#...]
    n15[]
    n16[]
    n17[is_valid = len(errors) == 0]
    n18[return (is_valid, errors)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 -->|Yes| n6
    n5 -->|No| n11
    n6 --> n7
    n6 --> n9
    n7 --> n8
    n8 --> n5
    n9 --> n10
    n10 --> n8
    n11 --> n12
    n12 -->|Yes| n13
    n12 -->|No| n16
    n13 -->|Yes| n14
    n13 -->|No| n15
    n14 --> n15
    n15 --> n12
    n16 --> n17
    n17 --> n18
    n18 --> n2
1366. strategy controller Function init
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 初始化策略控制器\n\n Args:\n ...] n4[self.strategy = strategy.lower()] n5[self._parameters = self._load_strategy_...] n6[self._customizations: dict[str, Any] = {}] n7[logger.info(f'StrategyController initiali...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        初始化策略控制器\n\n        Args:\n       ...]
    n4[self.strategy = strategy.lower()]
    n5[self._parameters = self._load_strategy_...]
    n6[self._customizations: dict[str, Any] = {}]
    n7[logger.info(f'StrategyController initiali...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1367. strategy controller Function load strategy parameters
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 加載策略參數\n\n Returns:\n ...] n4{if self.strategy in self._STRA...} n5[return self._STRATEGY_PRESETS[self.st...] n6[] n7[logger.warning(f"Unknown strategy &#...] n8[return self._STRATEGY_PRESETS[ScanStr...] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n6 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        加載策略參數\n\n        Returns:\n      ...]
    n4{if self.strategy in self._STRA...}
    n5[return self._STRATEGY_PRESETS[self.st...]
    n6[]
    n7[logger.warning(f"Unknown strategy &#...]
    n8[return self._STRATEGY_PRESETS[ScanStr...]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n6
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1368. strategy controller Function apply to config
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 將策略應用到配置控制中心\n\n Args:\n ...] n4[params = self._parameters] n5[config_center.update_crawling_config(max_depth=par...] n6[config_center.update_dynamic_config(enabled=params...] n7[config_center.update_performance_config(max_concur...] n8[logger.info(f"Applied strategy '...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        將策略應用到配置控制中心\n\n        Args:\n   ...]
    n4[params = self._parameters]
    n5[config_center.update_crawling_config(max_depth=par...]
    n6[config_center.update_dynamic_config(enabled=params...]
    n7[config_center.update_performance_config(max_concur...]
    n8[logger.info(f"Applied strategy '...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1369. strategy controller Function clone
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 克隆當前策略控制器\n\n Returns:\n ...] n4[new_controller = StrategyController(s...] n5[new_controller._parameters = StrategyParameters(*...] n6[new_controller._customizations = self._customizations...] n7[return new_controller] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        克隆當前策略控制器\n\n        Returns:\n   ...]
    n4[new_controller = StrategyController(s...]
    n5[new_controller._parameters = StrategyParameters(*...]
    n6[new_controller._customizations = self._customizations...]
    n7[return new_controller]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n2
1370. strategy controller Function compare with
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 比較與另一個策略的差異\n\n Args:\n ...] n4{if other_strategy not in self....} n5[logger.warning(f'Unknown strategy for com...] n6[return {}] n7[] n8[other_params = self._STRATEGY_PRESE...] n9[current_params = self._parameters] n10[differences = {}] n11{for field in current_params.__...} n12[current_value = getattr(current_para...] n13[other_value = getattr(other_params...] n14{if current_value != other_value} n15[differences[field] = (current_value, othe...] n16[] n17[] n18[return differences] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n7 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n9 n9 --> n10 n10 --> n11 n11 -->|Yes| n12 n11 -->|No| n17 n12 --> n13 n13 --> n14 n14 -->|Yes| n15 n14 -->|No| n16 n15 --> n16 n16 --> n11 n17 --> n18 n18 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        比較與另一個策略的差異\n\n        Args:\n    ...]
    n4{if other_strategy not in self....}
    n5[logger.warning(f'Unknown strategy for com...]
    n6[return {}]
    n7[]
    n8[other_params = self._STRATEGY_PRESE...]
    n9[current_params = self._parameters]
    n10[differences = {}]
    n11{for field in current_params.__...}
    n12[current_value = getattr(current_para...]
    n13[other_value = getattr(other_params...]
    n14{if current_value != other_value}
    n15[differences[field] = (current_value, othe...]
    n16[]
    n17[]
    n18[return differences]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n7
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n9
    n9 --> n10
    n10 --> n11
    n11 -->|Yes| n12
    n11 -->|No| n17
    n12 --> n13
    n13 --> n14
    n14 -->|Yes| n15
    n14 -->|No| n16
    n15 --> n16
    n16 --> n11
    n17 --> n18
    n18 --> n2
1371. strategy controller Function customize
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 自定義策略參數\n\n Args:\n ...] n4{for (key, value) in kwargs.items()} n5{if hasattr(self._parameters, key)} n6[setattr(self._parameters, key, value)] n7[self._customizations[key] = value] n8[logger.debug(f'Customized parameter: ...] n9[logger.warning(f'Unknown parameter: {...] n10[] n11[] n1 --> n3 n3 --> n4 n4 -->|Yes| n5 n4 -->|No| n11 n5 -->|Yes| n6 n5 -->|No| n9 n6 --> n7 n7 --> n8 n8 --> n10 n9 --> n10 n10 --> n4 n11 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        自定義策略參數\n\n        Args:\n        ...]
    n4{for (key, value) in kwargs.items()}
    n5{if hasattr(self._parameters, key)}
    n6[setattr(self._parameters, key, value)]
    n7[self._customizations[key] = value]
    n8[logger.debug(f'Customized parameter: &#12...]
    n9[logger.warning(f'Unknown parameter: &#123...]
    n10[]
    n11[]
    n1 --> n3
    n3 --> n4
    n4 -->|Yes| n5
    n4 -->|No| n11
    n5 -->|Yes| n6
    n5 -->|No| n9
    n6 --> n7
    n7 --> n8
    n8 --> n10
    n9 --> n10
    n10 --> n4
    n11 --> n2
1372. strategy controller Function get available strategies
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取所有可用的策略名稱'] n4[return list(cls._STRATEGY_PRESETS.key...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取所有可用的策略名稱']
    n4[return list(cls._STRATEGY_PRESETS.key...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1373. strategy controller Function get concurrent requests
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取並發請求數'] n4[return self._parameters.concurrent_re...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取並發請求數']
    n4[return self._parameters.concurrent_re...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1374. strategy controller Function get max depth
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取最大爬蟲深度'] n4[return self._parameters.max_depth] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取最大爬蟲深度']
    n4[return self._parameters.max_depth]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1375. strategy controller Function get max pages
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取最大頁面數'] n4[return self._parameters.max_pages] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取最大頁面數']
    n4[return self._parameters.max_pages]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1376. strategy controller Function get parameters
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取當前策略參數\n\n Returns:\n ...] n4[return self._parameters] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取當前策略參數\n\n        Returns:\n    ...]
    n4[return self._parameters]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1377. strategy controller Function get recommended strategy for target
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 根據目標特徵推薦策略\n\n Args:\n ...] n4[recommendations = {('small&#...] n5[key = (target_size.lower()...] n6[recommended = recommendations.get(...] n7[logger.info(f'Recommended strategy for &#...] n8[return recommended] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n7 n7 --> n8 n8 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        根據目標特徵推薦策略\n\n        Args:\n     ...]
    n4[recommendations = {('small&#...]
    n5[key = (target_size.lower()...]
    n6[recommended = recommendations.get(...]
    n7[logger.info(f'Recommended strategy for &#...]
    n8[return recommended]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n7
    n7 --> n8
    n8 --> n2
1378. strategy controller Function get requests per second
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取每秒請求數'] n4[return self._parameters.requests_per_...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取每秒請求數']
    n4[return self._parameters.requests_per_...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1379. strategy controller Function get strategy description
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取策略描述\n\n Args:\n ...] n4[descriptions = {ScanStrategy.CONSER...] n5[return descriptions.get(strategy, '未知...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取策略描述\n\n        Args:\n         ...]
    n4[descriptions = {ScanStrategy.CONSER...]
    n5[return descriptions.get(strategy, '未知...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n2
1380. strategy controller Function get strategy name
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['獲取策略名稱'] n4[return self.strategy] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['獲取策略名稱']
    n4[return self.strategy]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1381. strategy controller Function get strategy summary
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['\n 獲取策略摘要\n\n Returns:\n ...] n4[params = self._parameters] n5[lines = [f'Strategy: {self.s...] n6{if self._customizations} n7[lines.append('\n Customizations:&...] n8{for (key, value) in self._customizati...} n9[lines.append(f' {key}: {...] n10[] n11[] n12[return '\n'.join(lines)] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 -->|Yes| n7 n6 -->|No| n11 n7 --> n8 n8 -->|Yes| n9 n8 -->|No| n10 n9 --> n8 n10 --> n11 n11 --> n12 n12 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['\n        獲取策略摘要\n\n        Returns:\n      ...]
    n4[params = self._parameters]
    n5[lines = [f'Strategy: {self.s...]
    n6{if self._customizations}
    n7[lines.append('\n  Customizations:&&#3...]
    n8{for (key, value) in self._customizati...}
    n9[lines.append(f'    {key}: &#123...]
    n10[]
    n11[]
    n12[return '\n'.join(lines)]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 -->|Yes| n7
    n6 -->|No| n11
    n7 --> n8
    n8 -->|Yes| n9
    n8 -->|No| n10
    n9 --> n8
    n10 --> n11
    n11 --> n12
    n12 --> n2
1382. strategy controller Function is aggressive
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['是否為激進策略'] n4[return self.strategy in [ScanStrategy...] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['是否為激進策略']
    n4[return self.strategy in [ScanStrategy...]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1383. strategy controller Function is stealth
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['是否為隱秘策略'] n4[return self.strategy == ScanStrategy....] n1 --> n3 n3 --> n4 n4 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['是否為隱秘策略']
    n4[return self.strategy == ScanStrategy....]
    n1 --> n3
    n3 --> n4
    n4 --> n2
1384. strategy controller Function reset customizations
flowchart function
flowchart TB n1([開始]) n2([結束]) n3['重置所有自定義參數'] n4[self._parameters = self._load_strategy_...] n5[self._customizations.clear()] n6[logger.info(f"Reset customizations for strat...] n1 --> n3 n3 --> n4 n4 --> n5 n5 --> n6 n6 --> n2 
flowchart TB
    n1([開始])
    n2([結束])
    n3['重置所有自定義參數']
    n4[self._parameters = self._load_strategy_...]
    n5[self._customizations.clear()]
    n6[logger.info(f"Reset customizations for strat...]
    n1 --> n3
    n3 --> n4
    n4 --> n5
    n5 --> n6
    n6 --> n2